{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":59,\"stockout_risks\":0,\"supplier_coverage\":0.63,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"12 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":21,\"products\":334,\"stockout_risks\":0,\"supplier_coverage\":0.49,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 21 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":22,\"products\":368,\"stockout_risks\":0,\"supplier_coverage\":0.96,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 22 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":144,\"stockout_risks\":0,\"supplier_coverage\":0.99,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"16 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":17,\"products\":190,\"stockout_risks\":0,\"supplier_coverage\":0.41,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 17 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":479,\"stockout_risks\":0,\"supplier_coverage\":0.96,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 13 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":17,\"products\":298,\"stockout_risks\":0,\"supplier_coverage\":0.38,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"17 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":2,\"products\":47,\"stockout_risks\":0,\"supplier_coverage\":0.45,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 2 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":90,\"stockout_risks\":0,\"supplier_coverage\":0.95,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 7 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":4,\"products\":467,\"stockout_risks\":0,\"supplier_coverage\":0.89,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"4 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_000","scenario_id":"capability_advice_000_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":202,\"stockout_risks\":0,\"supplier_coverage\":0.98,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"3 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":93,\"stockout_risks\":0,\"supplier_coverage\":0.54,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 6 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":117,\"stockout_risks\":0,\"supplier_coverage\":0.63,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 1 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":387,\"stockout_risks\":0,\"supplier_coverage\":0.74,\"unfulfilled_orders\":18}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"18 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":147,\"stockout_risks\":0,\"supplier_coverage\":0.67,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 12 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":407,\"stockout_risks\":0,\"supplier_coverage\":0.9,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 2 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":151,\"stockout_risks\":0,\"supplier_coverage\":0.54,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"2 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":373,\"stockout_risks\":0,\"supplier_coverage\":0.39,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 2 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":67,\"stockout_risks\":0,\"supplier_coverage\":0.9,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 1 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":121,\"stockout_risks\":0,\"supplier_coverage\":0.7,\"unfulfilled_orders\":15}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"15 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_001","scenario_id":"capability_advice_001_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":342,\"stockout_risks\":8,\"supplier_coverage\":0.65,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"13 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"8 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":11,\"products\":442,\"stockout_risks\":8,\"supplier_coverage\":0.86,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 11 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 8 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":212,\"stockout_risks\":7,\"supplier_coverage\":0.41,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 15 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 7 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":57,\"stockout_risks\":6,\"supplier_coverage\":0.36,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"12 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"6 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":308,\"stockout_risks\":8,\"supplier_coverage\":0.46,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 12 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 8 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":104,\"stockout_risks\":8,\"supplier_coverage\":0.98,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 10 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 8 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":321,\"stockout_risks\":4,\"supplier_coverage\":0.63,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"8 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"4 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":14,\"products\":385,\"stockout_risks\":6,\"supplier_coverage\":0.42,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 14 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 6 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":403,\"stockout_risks\":7,\"supplier_coverage\":0.75,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 9 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 7 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":84,\"stockout_risks\":5,\"supplier_coverage\":0.42,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"12 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_002","scenario_id":"capability_advice_002_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":151,\"stockout_risks\":4,\"supplier_coverage\":0.87,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"15 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"4 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"8 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":18,\"products\":462,\"stockout_risks\":5,\"supplier_coverage\":0.86,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 18 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 5 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 11 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":312,\"stockout_risks\":5,\"supplier_coverage\":0.93,\"unfulfilled_orders\":13}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 12 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 5 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 13 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":4,\"products\":419,\"stockout_risks\":0,\"supplier_coverage\":0.48,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"4 inventory positions are below their reorder points.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"5 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":150,\"stockout_risks\":5,\"supplier_coverage\":0.38,\"unfulfilled_orders\":15}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 16 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 5 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 15 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":126,\"stockout_risks\":0,\"supplier_coverage\":0.68,\"unfulfilled_orders\":14}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 10 eligible inventory shortages.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 14 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":171,\"stockout_risks\":3,\"supplier_coverage\":0.44,\"unfulfilled_orders\":14}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"8 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"3 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"14 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":17,\"products\":216,\"stockout_risks\":2,\"supplier_coverage\":0.44,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 17 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 2 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 4 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":18,\"products\":33,\"stockout_risks\":0,\"supplier_coverage\":0.61,\"unfulfilled_orders\":13}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 18 eligible inventory shortages.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 13 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":2,\"products\":377,\"stockout_risks\":2,\"supplier_coverage\":0.88,\"unfulfilled_orders\":15}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"2 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"15 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_003","scenario_id":"capability_advice_003_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":216,\"stockout_risks\":0,\"supplier_coverage\":0.86,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":383,\"stockout_risks\":0,\"supplier_coverage\":0.97,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":293,\"stockout_risks\":0,\"supplier_coverage\":0.76,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":401,\"stockout_risks\":0,\"supplier_coverage\":0.99,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":302,\"stockout_risks\":0,\"supplier_coverage\":0.83,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":330,\"stockout_risks\":0,\"supplier_coverage\":0.79,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":136,\"stockout_risks\":0,\"supplier_coverage\":0.95,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":395,\"stockout_risks\":0,\"supplier_coverage\":0.96,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":119,\"stockout_risks\":0,\"supplier_coverage\":0.55,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":322,\"stockout_risks\":0,\"supplier_coverage\":0.68,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_004","scenario_id":"capability_advice_004_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":1,\"products\":100,\"stockout_risks\":1,\"supplier_coverage\":0.77,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"1 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"1 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"2 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":3,\"products\":265,\"stockout_risks\":1,\"supplier_coverage\":0.5,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 3 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 1 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 2 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":189,\"stockout_risks\":1,\"supplier_coverage\":0.58,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 12 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 1 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 5 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":59,\"stockout_risks\":2,\"supplier_coverage\":0.5,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"15 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"4 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":333,\"stockout_risks\":4,\"supplier_coverage\":0.52,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 16 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 4 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 10 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":278,\"stockout_risks\":4,\"supplier_coverage\":0.4,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 13 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 4 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 5 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":263,\"stockout_risks\":5,\"supplier_coverage\":0.92,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"12 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"4 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":4,\"products\":43,\"stockout_risks\":4,\"supplier_coverage\":0.46,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 4 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 4 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 5 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":18,\"products\":451,\"stockout_risks\":3,\"supplier_coverage\":0.98,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 18 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 3 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 5 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":369,\"stockout_risks\":5,\"supplier_coverage\":0.85,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"8 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"5 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_005","scenario_id":"capability_advice_005_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":22,\"products\":318,\"stockout_risks\":0,\"supplier_coverage\":0.38,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"22 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":25,\"products\":245,\"stockout_risks\":0,\"supplier_coverage\":0.41,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 25 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":386,\"stockout_risks\":0,\"supplier_coverage\":0.39,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 6 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":23,\"products\":392,\"stockout_risks\":0,\"supplier_coverage\":0.66,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"23 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":453,\"stockout_risks\":0,\"supplier_coverage\":0.85,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 10 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":416,\"stockout_risks\":0,\"supplier_coverage\":0.83,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 5 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":321,\"stockout_risks\":0,\"supplier_coverage\":0.46,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"15 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":24,\"products\":315,\"stockout_risks\":0,\"supplier_coverage\":0.67,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 24 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":407,\"stockout_risks\":0,\"supplier_coverage\":0.37,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 6 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":3,\"products\":108,\"stockout_risks\":0,\"supplier_coverage\":0.72,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"3 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_006","scenario_id":"capability_advice_006_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":253,\"stockout_risks\":0,\"supplier_coverage\":0.62,\"unfulfilled_orders\":15}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"15 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":414,\"stockout_risks\":0,\"supplier_coverage\":0.57,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 3 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":141,\"stockout_risks\":0,\"supplier_coverage\":0.53,\"unfulfilled_orders\":9}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 9 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":164,\"stockout_risks\":0,\"supplier_coverage\":0.45,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"10 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":227,\"stockout_risks\":0,\"supplier_coverage\":0.77,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 3 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":415,\"stockout_risks\":0,\"supplier_coverage\":0.52,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 5 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":119,\"stockout_risks\":0,\"supplier_coverage\":0.74,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"6 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":243,\"stockout_risks\":0,\"supplier_coverage\":0.52,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 3 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":188,\"stockout_risks\":0,\"supplier_coverage\":0.47,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 4 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":289,\"stockout_risks\":0,\"supplier_coverage\":0.88,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"10 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_007","scenario_id":"capability_advice_007_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":383,\"stockout_risks\":7,\"supplier_coverage\":0.88,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"7 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"7 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":326,\"stockout_risks\":6,\"supplier_coverage\":0.41,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 7 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 6 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":150,\"stockout_risks\":2,\"supplier_coverage\":0.4,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 6 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 2 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":4,\"products\":52,\"stockout_risks\":1,\"supplier_coverage\":0.94,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"4 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"1 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":197,\"stockout_risks\":4,\"supplier_coverage\":0.7,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 9 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 4 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":4,\"products\":47,\"stockout_risks\":3,\"supplier_coverage\":0.81,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 4 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 3 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":449,\"stockout_risks\":2,\"supplier_coverage\":0.9,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"9 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":289,\"stockout_risks\":8,\"supplier_coverage\":0.87,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 9 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 8 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":470,\"stockout_risks\":2,\"supplier_coverage\":0.93,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 8 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 2 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":404,\"stockout_risks\":3,\"supplier_coverage\":0.39,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"5 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"3 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_008","scenario_id":"capability_advice_008_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":451,\"stockout_risks\":3,\"supplier_coverage\":0.72,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"13 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"3 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"4 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":134,\"stockout_risks\":5,\"supplier_coverage\":0.51,\"unfulfilled_orders\":15}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 7 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 5 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 15 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":248,\"stockout_risks\":3,\"supplier_coverage\":0.79,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 6 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 3 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 5 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":196,\"stockout_risks\":5,\"supplier_coverage\":0.6,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"6 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"4 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":237,\"stockout_risks\":5,\"supplier_coverage\":0.52,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 15 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 5 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 3 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":179,\"stockout_risks\":1,\"supplier_coverage\":0.47,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 10 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 1 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 6 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":17,\"products\":133,\"stockout_risks\":0,\"supplier_coverage\":0.53,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"17 inventory positions are below their reorder points.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"12 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":20,\"stockout_risks\":5,\"supplier_coverage\":0.95,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 10 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 5 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 12 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":350,\"stockout_risks\":3,\"supplier_coverage\":0.87,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 16 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 3 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 12 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":376,\"stockout_risks\":2,\"supplier_coverage\":0.76,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"15 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"2 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_009","scenario_id":"capability_advice_009_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":453,\"stockout_risks\":0,\"supplier_coverage\":0.81,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":148,\"stockout_risks\":0,\"supplier_coverage\":0.56,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":390,\"stockout_risks\":0,\"supplier_coverage\":0.63,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":389,\"stockout_risks\":0,\"supplier_coverage\":0.86,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":424,\"stockout_risks\":0,\"supplier_coverage\":0.35,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":474,\"stockout_risks\":0,\"supplier_coverage\":0.68,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":447,\"stockout_risks\":0,\"supplier_coverage\":0.83,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":478,\"stockout_risks\":0,\"supplier_coverage\":0.61,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":413,\"stockout_risks\":0,\"supplier_coverage\":0.66,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":255,\"stockout_risks\":0,\"supplier_coverage\":0.43,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_010","scenario_id":"capability_advice_010_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":14,\"products\":86,\"stockout_risks\":2,\"supplier_coverage\":0.71,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"14 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"10 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":270,\"stockout_risks\":4,\"supplier_coverage\":0.74,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 16 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 4 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 10 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":33,\"stockout_risks\":3,\"supplier_coverage\":0.82,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 8 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 3 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 5 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":423,\"stockout_risks\":3,\"supplier_coverage\":1.0,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"5 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"3 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"11 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":329,\"stockout_risks\":2,\"supplier_coverage\":0.97,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 12 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 2 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 5 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":271,\"stockout_risks\":1,\"supplier_coverage\":0.52,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 16 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 1 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 11 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":364,\"stockout_risks\":2,\"supplier_coverage\":0.68,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"16 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"12 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":309,\"stockout_risks\":6,\"supplier_coverage\":0.55,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 13 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 6 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 7 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":402,\"stockout_risks\":6,\"supplier_coverage\":0.91,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 16 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 6 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 10 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":14,\"products\":193,\"stockout_risks\":2,\"supplier_coverage\":0.82,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"14 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"3 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_011","scenario_id":"capability_advice_011_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":180,\"stockout_risks\":0,\"supplier_coverage\":0.82,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"8 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":1,\"products\":478,\"stockout_risks\":0,\"supplier_coverage\":0.54,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 1 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":357,\"stockout_risks\":0,\"supplier_coverage\":0.49,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 5 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":166,\"stockout_risks\":0,\"supplier_coverage\":0.61,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"5 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":137,\"stockout_risks\":0,\"supplier_coverage\":0.76,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 12 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":25,\"products\":226,\"stockout_risks\":0,\"supplier_coverage\":0.52,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 25 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":442,\"stockout_risks\":0,\"supplier_coverage\":0.52,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"16 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":18,\"products\":94,\"stockout_risks\":0,\"supplier_coverage\":0.61,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 18 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":185,\"stockout_risks\":0,\"supplier_coverage\":0.7,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 15 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":3,\"products\":451,\"stockout_risks\":0,\"supplier_coverage\":0.45,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"3 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_012","scenario_id":"capability_advice_012_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":223,\"stockout_risks\":0,\"supplier_coverage\":0.71,\"unfulfilled_orders\":17}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"17 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":318,\"stockout_risks\":0,\"supplier_coverage\":0.99,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 7 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":186,\"stockout_risks\":0,\"supplier_coverage\":0.79,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 10 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":479,\"stockout_risks\":0,\"supplier_coverage\":0.8,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"5 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":339,\"stockout_risks\":0,\"supplier_coverage\":0.96,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 6 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":19,\"stockout_risks\":0,\"supplier_coverage\":0.8,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 10 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":96,\"stockout_risks\":0,\"supplier_coverage\":0.49,\"unfulfilled_orders\":14}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"14 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":405,\"stockout_risks\":0,\"supplier_coverage\":0.98,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 6 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":364,\"stockout_risks\":0,\"supplier_coverage\":0.72,\"unfulfilled_orders\":16}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 16 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":309,\"stockout_risks\":0,\"supplier_coverage\":0.36,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"6 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_013","scenario_id":"capability_advice_013_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":438,\"stockout_risks\":8,\"supplier_coverage\":0.5,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"13 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"8 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":335,\"stockout_risks\":4,\"supplier_coverage\":0.76,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 8 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 4 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":61,\"stockout_risks\":3,\"supplier_coverage\":0.65,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 6 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 3 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":434,\"stockout_risks\":6,\"supplier_coverage\":0.76,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"8 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"6 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":14,\"products\":160,\"stockout_risks\":7,\"supplier_coverage\":0.8,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 14 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 7 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":365,\"stockout_risks\":3,\"supplier_coverage\":0.78,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 7 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 3 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":423,\"stockout_risks\":6,\"supplier_coverage\":0.86,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"10 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"6 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":45,\"stockout_risks\":1,\"supplier_coverage\":0.7,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 7 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 1 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":14,\"products\":214,\"stockout_risks\":6,\"supplier_coverage\":0.77,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 14 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 6 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":203,\"stockout_risks\":3,\"supplier_coverage\":0.97,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"10 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"3 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_014","scenario_id":"capability_advice_014_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":397,\"stockout_risks\":5,\"supplier_coverage\":0.98,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"10 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"6 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":2,\"products\":220,\"stockout_risks\":0,\"supplier_coverage\":0.47,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 2 low-stock positions.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 6 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":19,\"products\":81,\"stockout_risks\":0,\"supplier_coverage\":0.87,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 19 eligible inventory shortages.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 10 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":2,\"products\":200,\"stockout_risks\":2,\"supplier_coverage\":0.68,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"2 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"12 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":17,\"products\":33,\"stockout_risks\":0,\"supplier_coverage\":0.49,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 17 low-stock positions.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 5 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":235,\"stockout_risks\":4,\"supplier_coverage\":0.68,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 16 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 4 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 4 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":195,\"stockout_risks\":3,\"supplier_coverage\":0.95,\"unfulfilled_orders\":13}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"15 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"3 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"13 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":3,\"products\":347,\"stockout_risks\":3,\"supplier_coverage\":0.73,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 3 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 3 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 3 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":14,\"stockout_risks\":1,\"supplier_coverage\":0.62,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 13 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 1 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 6 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":256,\"stockout_risks\":1,\"supplier_coverage\":0.87,\"unfulfilled_orders\":15}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"15 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"1 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"15 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_015","scenario_id":"capability_advice_015_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":315,\"stockout_risks\":0,\"supplier_coverage\":0.44,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":217,\"stockout_risks\":0,\"supplier_coverage\":0.59,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":123,\"stockout_risks\":0,\"supplier_coverage\":0.99,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":374,\"stockout_risks\":0,\"supplier_coverage\":0.39,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":196,\"stockout_risks\":0,\"supplier_coverage\":0.58,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":345,\"stockout_risks\":0,\"supplier_coverage\":0.45,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":430,\"stockout_risks\":0,\"supplier_coverage\":0.92,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":180,\"stockout_risks\":0,\"supplier_coverage\":0.82,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":99,\"stockout_risks\":0,\"supplier_coverage\":0.77,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":475,\"stockout_risks\":0,\"supplier_coverage\":0.8,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_016","scenario_id":"capability_advice_016_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":393,\"stockout_risks\":1,\"supplier_coverage\":0.51,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"5 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"1 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"10 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":79,\"stockout_risks\":3,\"supplier_coverage\":0.44,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 6 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 3 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 7 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":91,\"stockout_risks\":1,\"supplier_coverage\":0.44,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 13 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 1 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 8 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":3,\"products\":470,\"stockout_risks\":3,\"supplier_coverage\":0.94,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"3 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"3 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"5 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":147,\"stockout_risks\":2,\"supplier_coverage\":0.55,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 7 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 2 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 4 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":14,\"products\":208,\"stockout_risks\":2,\"supplier_coverage\":0.66,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 14 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 2 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 4 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":428,\"stockout_risks\":5,\"supplier_coverage\":0.35,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"9 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"8 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":313,\"stockout_risks\":4,\"supplier_coverage\":0.96,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 5 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 4 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 12 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":14,\"products\":48,\"stockout_risks\":6,\"supplier_coverage\":0.53,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 14 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 6 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 2 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":376,\"stockout_risks\":4,\"supplier_coverage\":0.71,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"10 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"4 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"1 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_017","scenario_id":"capability_advice_017_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":17,\"products\":361,\"stockout_risks\":0,\"supplier_coverage\":0.37,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"17 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":2,\"products\":198,\"stockout_risks\":0,\"supplier_coverage\":0.72,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 2 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":25,\"products\":422,\"stockout_risks\":0,\"supplier_coverage\":0.89,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 25 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":432,\"stockout_risks\":0,\"supplier_coverage\":0.99,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"9 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":1,\"products\":439,\"stockout_risks\":0,\"supplier_coverage\":0.85,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 1 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":18,\"products\":161,\"stockout_risks\":0,\"supplier_coverage\":0.62,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 18 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":333,\"stockout_risks\":0,\"supplier_coverage\":1.0,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"6 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":252,\"stockout_risks\":0,\"supplier_coverage\":0.72,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 5 low-stock positions.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":140,\"stockout_risks\":0,\"supplier_coverage\":0.8,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 9 eligible inventory shortages.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":21,\"products\":472,\"stockout_risks\":0,\"supplier_coverage\":0.55,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"21 inventory positions are below their reorder points.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_018","scenario_id":"capability_advice_018_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":85,\"stockout_risks\":0,\"supplier_coverage\":0.62,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"4 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":18,\"stockout_risks\":0,\"supplier_coverage\":0.45,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 4 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":403,\"stockout_risks\":0,\"supplier_coverage\":0.57,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 7 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":365,\"stockout_risks\":0,\"supplier_coverage\":0.44,\"unfulfilled_orders\":13}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"13 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":440,\"stockout_risks\":0,\"supplier_coverage\":0.55,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 6 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":267,\"stockout_risks\":0,\"supplier_coverage\":0.53,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 8 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":170,\"stockout_risks\":0,\"supplier_coverage\":0.88,\"unfulfilled_orders\":14}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"14 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":314,\"stockout_risks\":0,\"supplier_coverage\":0.56,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 8 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":197,\"stockout_risks\":0,\"supplier_coverage\":0.82,\"unfulfilled_orders\":13}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 13 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":318,\"stockout_risks\":0,\"supplier_coverage\":0.41,\"unfulfilled_orders\":15}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"15 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_019","scenario_id":"capability_advice_019_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":4,\"products\":226,\"stockout_risks\":2,\"supplier_coverage\":0.64,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"4 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":449,\"stockout_risks\":5,\"supplier_coverage\":0.96,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 9 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 5 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":11,\"products\":402,\"stockout_risks\":3,\"supplier_coverage\":0.48,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 11 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 3 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":259,\"stockout_risks\":4,\"supplier_coverage\":0.44,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"9 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"4 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":8,\"products\":327,\"stockout_risks\":4,\"supplier_coverage\":0.64,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 8 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 4 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":464,\"stockout_risks\":6,\"supplier_coverage\":0.69,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 10 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 6 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":214,\"stockout_risks\":5,\"supplier_coverage\":0.97,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"10 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":271,\"stockout_risks\":3,\"supplier_coverage\":0.4,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 7 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 3 stockout exceptions requiring attention.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":357,\"stockout_risks\":4,\"supplier_coverage\":0.58,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 7 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 4 immediate inventory risks.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":456,\"stockout_risks\":6,\"supplier_coverage\":0.71,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"10 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"6 inventory positions have no net available stock.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_020","scenario_id":"capability_advice_020_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":7,\"products\":224,\"stockout_risks\":5,\"supplier_coverage\":0.96,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"7 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"12 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":1,\"products\":77,\"stockout_risks\":0,\"supplier_coverage\":0.6,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 1 low-stock positions.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 7 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":12,\"stockout_risks\":2,\"supplier_coverage\":0.67,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 5 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 2 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 7 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":13,\"products\":213,\"stockout_risks\":2,\"supplier_coverage\":0.78,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"13 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"2 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"6 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":16,\"products\":117,\"stockout_risks\":3,\"supplier_coverage\":0.38,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 16 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 3 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 8 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":15,\"products\":114,\"stockout_risks\":4,\"supplier_coverage\":0.73,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 15 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 4 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 12 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":451,\"stockout_risks\":1,\"supplier_coverage\":0.88,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"9 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"1 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"2 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":11,\"products\":295,\"stockout_risks\":2,\"supplier_coverage\":0.66,\"unfulfilled_orders\":13}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 11 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 2 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 13 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":2,\"products\":206,\"stockout_risks\":0,\"supplier_coverage\":0.99,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 2 eligible inventory shortages.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 6 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":10,\"products\":123,\"stockout_risks\":5,\"supplier_coverage\":0.39,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"10 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"8 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_021","scenario_id":"capability_advice_021_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":374,\"stockout_risks\":0,\"supplier_coverage\":0.83,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":283,\"stockout_risks\":0,\"supplier_coverage\":0.39,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":45,\"stockout_risks\":0,\"supplier_coverage\":0.38,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":240,\"stockout_risks\":0,\"supplier_coverage\":0.75,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":387,\"stockout_risks\":0,\"supplier_coverage\":0.92,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":443,\"stockout_risks\":0,\"supplier_coverage\":0.45,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":152,\"stockout_risks\":0,\"supplier_coverage\":0.47,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":109,\"stockout_risks\":0,\"supplier_coverage\":0.41,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"I did not find immediate operational work, but I can watch the registered capabilities after you confirm them.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":397,\"stockout_risks\":0,\"supplier_coverage\":0.86,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"No current exception requires action. Select any capability you want monitored going forward.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":0,\"products\":271,\"stockout_risks\":0,\"supplier_coverage\":0.4,\"unfulfilled_orders\":0}}","role":"user"},{"content":"{\"message\":\"The current snapshot is stable. You can still enable capabilities to monitor future changes.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_022","scenario_id":"capability_advice_022_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":9,\"products\":263,\"stockout_risks\":6,\"supplier_coverage\":0.41,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"9 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"6 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"2 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":5,\"products\":33,\"stockout_risks\":1,\"supplier_coverage\":1.0,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 5 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 1 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 7 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":17,\"products\":205,\"stockout_risks\":2,\"supplier_coverage\":0.76,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 17 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 2 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 6 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":12,\"products\":97,\"stockout_risks\":1,\"supplier_coverage\":0.77,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"12 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"1 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"10 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":4,\"products\":65,\"stockout_risks\":3,\"supplier_coverage\":0.66,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 4 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 3 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 7 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":14,\"products\":383,\"stockout_risks\":4,\"supplier_coverage\":0.8,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 14 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 4 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 3 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":3,\"products\":195,\"stockout_risks\":1,\"supplier_coverage\":0.65,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"3 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"1 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"11 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":6,\"products\":368,\"stockout_risks\":2,\"supplier_coverage\":0.58,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I reviewed the aggregate store state and found several areas where I can assist under human approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"Replenishment review is warranted for 6 low-stock positions.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"There are 2 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 8 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":4,\"products\":208,\"stockout_risks\":2,\"supplier_coverage\":0.67,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The rule engine identified 4 eligible inventory shortages.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The store summary contains 2 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 8 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"store_summary\":{\"low_stock\":11,\"products\":299,\"stockout_risks\":5,\"supplier_coverage\":0.78,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I found operational work I can monitor for this store. Choose the capabilities you want to enable.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"11 inventory positions are below their reorder points.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"5 inventory positions have no net available stock.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"10 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_023","scenario_id":"capability_advice_023_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":1,\"products\":33,\"stockout_risks\":3,\"supplier_coverage\":0.69,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":3,\"products\":154,\"stockout_risks\":1,\"supplier_coverage\":0.59,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":4,\"products\":65,\"stockout_risks\":2,\"supplier_coverage\":0.55,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":7,\"products\":41,\"stockout_risks\":2,\"supplier_coverage\":1.0,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":2,\"products\":142,\"stockout_risks\":1,\"supplier_coverage\":0.67,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":10,\"products\":168,\"stockout_risks\":3,\"supplier_coverage\":0.56,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":6,\"products\":57,\"stockout_risks\":1,\"supplier_coverage\":0.78,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":11,\"products\":95,\"stockout_risks\":3,\"supplier_coverage\":0.92,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":13,\"products\":232,\"stockout_risks\":2,\"supplier_coverage\":0.74,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":10,\"products\":43,\"stockout_risks\":4,\"supplier_coverage\":0.8,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_000","scenario_id":"conversational_correction_000_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":9,\"products\":131,\"stockout_risks\":2,\"supplier_coverage\":0.67,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":4,\"products\":241,\"stockout_risks\":1,\"supplier_coverage\":0.51,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":2,\"products\":192,\"stockout_risks\":3,\"supplier_coverage\":0.64,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":9,\"products\":44,\"stockout_risks\":3,\"supplier_coverage\":0.83,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":13,\"products\":191,\"stockout_risks\":3,\"supplier_coverage\":0.55,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":7,\"products\":240,\"stockout_risks\":0,\"supplier_coverage\":0.68,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":9,\"products\":87,\"stockout_risks\":4,\"supplier_coverage\":0.72,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":13,\"products\":27,\"stockout_risks\":0,\"supplier_coverage\":0.89,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":11,\"products\":26,\"stockout_risks\":0,\"supplier_coverage\":0.92,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":3,\"products\":210,\"stockout_risks\":3,\"supplier_coverage\":0.78,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_001","scenario_id":"conversational_correction_001_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":13,\"products\":137,\"stockout_risks\":4,\"supplier_coverage\":0.85,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":9,\"products\":208,\"stockout_risks\":3,\"supplier_coverage\":0.79,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":15,\"products\":200,\"stockout_risks\":2,\"supplier_coverage\":0.71,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":15,\"products\":220,\"stockout_risks\":0,\"supplier_coverage\":0.7,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":13,\"products\":38,\"stockout_risks\":0,\"supplier_coverage\":0.51,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":5,\"products\":62,\"stockout_risks\":2,\"supplier_coverage\":0.56,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":4,\"products\":64,\"stockout_risks\":3,\"supplier_coverage\":0.71,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":3,\"products\":233,\"stockout_risks\":0,\"supplier_coverage\":0.64,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":11,\"products\":67,\"stockout_risks\":2,\"supplier_coverage\":0.63,\"unfulfilled_orders\":9}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":2,\"products\":50,\"stockout_risks\":2,\"supplier_coverage\":0.68,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_002","scenario_id":"conversational_correction_002_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":10,\"products\":245,\"stockout_risks\":3,\"supplier_coverage\":0.52,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":11,\"products\":39,\"stockout_risks\":0,\"supplier_coverage\":0.74,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":15,\"products\":168,\"stockout_risks\":0,\"supplier_coverage\":0.68,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":1,\"products\":196,\"stockout_risks\":0,\"supplier_coverage\":0.55,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":11,\"products\":34,\"stockout_risks\":3,\"supplier_coverage\":0.97,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":9,\"products\":238,\"stockout_risks\":0,\"supplier_coverage\":0.94,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":1,\"products\":16,\"stockout_risks\":3,\"supplier_coverage\":0.67,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":10,\"products\":93,\"stockout_risks\":0,\"supplier_coverage\":0.56,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":4,\"products\":162,\"stockout_risks\":3,\"supplier_coverage\":0.53,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":5,\"products\":21,\"stockout_risks\":3,\"supplier_coverage\":0.74,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_003","scenario_id":"conversational_correction_003_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":7,\"products\":55,\"stockout_risks\":1,\"supplier_coverage\":0.73,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":2,\"products\":67,\"stockout_risks\":0,\"supplier_coverage\":0.93,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":14,\"products\":189,\"stockout_risks\":0,\"supplier_coverage\":0.67,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":12,\"products\":179,\"stockout_risks\":4,\"supplier_coverage\":0.84,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":9,\"products\":47,\"stockout_risks\":3,\"supplier_coverage\":0.67,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":14,\"products\":100,\"stockout_risks\":2,\"supplier_coverage\":0.99,\"unfulfilled_orders\":9}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":2,\"products\":212,\"stockout_risks\":4,\"supplier_coverage\":0.84,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":3,\"products\":10,\"stockout_risks\":3,\"supplier_coverage\":0.92,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":13,\"products\":203,\"stockout_risks\":2,\"supplier_coverage\":0.69,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Do the important things first.\",\"store_summary\":{\"low_stock\":8,\"products\":223,\"stockout_risks\":0,\"supplier_coverage\":0.55,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.\",\"recommended_operations\":[]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_004","scenario_id":"conversational_correction_004_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":2,\"products\":185,\"stockout_risks\":1,\"supplier_coverage\":0.73,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":4,\"products\":134,\"stockout_risks\":2,\"supplier_coverage\":0.78,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":2,\"products\":224,\"stockout_risks\":1,\"supplier_coverage\":0.65,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":5,\"products\":49,\"stockout_risks\":3,\"supplier_coverage\":0.75,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":12,\"products\":27,\"stockout_risks\":1,\"supplier_coverage\":0.61,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":1,\"products\":121,\"stockout_risks\":2,\"supplier_coverage\":0.55,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":5,\"products\":75,\"stockout_risks\":4,\"supplier_coverage\":0.75,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":12,\"products\":15,\"stockout_risks\":4,\"supplier_coverage\":0.66,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":13,\"products\":69,\"stockout_risks\":0,\"supplier_coverage\":0.68,\"unfulfilled_orders\":9}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Turn off inventory and keep the other two.\",\"store_summary\":{\"low_stock\":5,\"products\":24,\"stockout_risks\":4,\"supplier_coverage\":0.68,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_005","scenario_id":"conversational_correction_005_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":15,\"products\":14,\"stockout_risks\":1,\"supplier_coverage\":0.58,\"unfulfilled_orders\":9}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":3,\"products\":13,\"stockout_risks\":3,\"supplier_coverage\":0.76,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":14,\"products\":239,\"stockout_risks\":3,\"supplier_coverage\":0.91,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":10,\"products\":68,\"stockout_risks\":1,\"supplier_coverage\":0.71,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":1,\"products\":232,\"stockout_risks\":2,\"supplier_coverage\":0.93,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":12,\"products\":174,\"stockout_risks\":4,\"supplier_coverage\":0.88,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":1,\"products\":206,\"stockout_risks\":2,\"supplier_coverage\":0.63,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":8,\"products\":114,\"stockout_risks\":1,\"supplier_coverage\":0.96,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":8,\"products\":47,\"stockout_risks\":1,\"supplier_coverage\":0.52,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_reply\":\"Switch from follow-ups to issue monitoring.\",\"store_summary\":{\"low_stock\":11,\"products\":31,\"stockout_risks\":1,\"supplier_coverage\":0.93,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I mapped the change to operational issue monitoring only. Please confirm it.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_006","scenario_id":"conversational_correction_006_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":4,\"products\":224,\"stockout_risks\":3,\"supplier_coverage\":0.99,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":8,\"products\":42,\"stockout_risks\":4,\"supplier_coverage\":0.71,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":1,\"products\":231,\"stockout_risks\":0,\"supplier_coverage\":0.63,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":4,\"products\":76,\"stockout_risks\":1,\"supplier_coverage\":0.57,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":9,\"products\":89,\"stockout_risks\":0,\"supplier_coverage\":0.67,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":2,\"products\":68,\"stockout_risks\":2,\"supplier_coverage\":0.98,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":3,\"products\":134,\"stockout_risks\":2,\"supplier_coverage\":0.59,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":14,\"products\":95,\"stockout_risks\":4,\"supplier_coverage\":0.93,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":5,\"products\":114,\"stockout_risks\":4,\"supplier_coverage\":0.64,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"I rejected the message drafts. Recommend something else.\",\"store_summary\":{\"low_stock\":15,\"products\":234,\"stockout_risks\":1,\"supplier_coverage\":0.52,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I will leave follow-up drafting disabled and recommend inventory monitoring based on the current shortages.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_007","scenario_id":"conversational_correction_007_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":4,\"products\":14,\"stockout_risks\":3,\"supplier_coverage\":0.82,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":12,\"products\":202,\"stockout_risks\":0,\"supplier_coverage\":0.9,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":13,\"products\":209,\"stockout_risks\":2,\"supplier_coverage\":0.82,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":12,\"products\":120,\"stockout_risks\":4,\"supplier_coverage\":0.92,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":1,\"products\":241,\"stockout_risks\":0,\"supplier_coverage\":0.68,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":9,\"products\":212,\"stockout_risks\":3,\"supplier_coverage\":0.87,\"unfulfilled_orders\":12}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":2,\"products\":173,\"stockout_risks\":4,\"supplier_coverage\":0.65,\"unfulfilled_orders\":2}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":14,\"products\":116,\"stockout_risks\":2,\"supplier_coverage\":0.68,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":10,\"products\":30,\"stockout_risks\":2,\"supplier_coverage\":0.76,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Start with inventory replenishment only.\",\"store_summary\":{\"low_stock\":9,\"products\":36,\"stockout_risks\":1,\"supplier_coverage\":1.0,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I mapped your request to inventory restocking only. Confirm this selection to activate it.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_008","scenario_id":"conversational_correction_008_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":13,\"products\":211,\"stockout_risks\":2,\"supplier_coverage\":0.86,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":3,\"products\":124,\"stockout_risks\":1,\"supplier_coverage\":0.56,\"unfulfilled_orders\":4}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":11,\"products\":39,\"stockout_risks\":3,\"supplier_coverage\":0.91,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":15,\"products\":164,\"stockout_risks\":2,\"supplier_coverage\":0.52,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":3,\"products\":35,\"stockout_risks\":4,\"supplier_coverage\":0.55,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":13,\"products\":25,\"stockout_risks\":3,\"supplier_coverage\":0.93,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":1,\"products\":67,\"stockout_risks\":2,\"supplier_coverage\":0.68,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":13,\"products\":154,\"stockout_risks\":2,\"supplier_coverage\":0.98,\"unfulfilled_orders\":8}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":9,\"products\":114,\"stockout_risks\":0,\"supplier_coverage\":0.84,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Handle customer order follow-ups, not stock.\",\"store_summary\":{\"low_stock\":11,\"products\":44,\"stockout_risks\":4,\"supplier_coverage\":0.86,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I mapped your request to order follow-up drafts only. Confirm before enabling it.\",\"recommended_operations\":[{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_009","scenario_id":"conversational_correction_009_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":11,\"products\":185,\"stockout_risks\":2,\"supplier_coverage\":0.53,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":13,\"products\":139,\"stockout_risks\":2,\"supplier_coverage\":0.69,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":13,\"products\":89,\"stockout_risks\":4,\"supplier_coverage\":0.69,\"unfulfilled_orders\":1}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":15,\"products\":116,\"stockout_risks\":0,\"supplier_coverage\":0.99,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":4,\"products\":137,\"stockout_risks\":4,\"supplier_coverage\":0.62,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":3,\"products\":112,\"stockout_risks\":0,\"supplier_coverage\":0.95,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":8,\"products\":172,\"stockout_risks\":0,\"supplier_coverage\":0.76,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":11,\"products\":27,\"stockout_risks\":4,\"supplier_coverage\":0.88,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":11,\"products\":30,\"stockout_risks\":2,\"supplier_coverage\":0.82,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Only flag operational problems for me.\",\"store_summary\":{\"low_stock\":6,\"products\":117,\"stockout_risks\":4,\"supplier_coverage\":0.66,\"unfulfilled_orders\":10}}","role":"user"},{"content":"{\"message\":\"I selected operational issue flags only. Confirm when you are ready.\",\"recommended_operations\":[{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_010","scenario_id":"conversational_correction_010_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":11,\"products\":181,\"stockout_risks\":4,\"supplier_coverage\":0.7,\"unfulfilled_orders\":5}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_00","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":11,\"products\":192,\"stockout_risks\":0,\"supplier_coverage\":0.89,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_01","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":1,\"products\":146,\"stockout_risks\":2,\"supplier_coverage\":0.78,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_02","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":6,\"products\":157,\"stockout_risks\":4,\"supplier_coverage\":0.68,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_03","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":7,\"products\":48,\"stockout_risks\":0,\"supplier_coverage\":0.7,\"unfulfilled_orders\":6}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_04","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":14,\"products\":146,\"stockout_risks\":0,\"supplier_coverage\":0.89,\"unfulfilled_orders\":9}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_05","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":13,\"products\":177,\"stockout_risks\":3,\"supplier_coverage\":0.98,\"unfulfilled_orders\":7}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_06","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":8,\"products\":191,\"stockout_risks\":4,\"supplier_coverage\":0.52,\"unfulfilled_orders\":11}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_07","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":11,\"products\":26,\"stockout_risks\":3,\"supplier_coverage\":0.55,\"unfulfilled_orders\":9}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_08","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=capability_advice. Recommend only registered operations. Return valid JSON.","role":"system"},{"content":"{\"available_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"currently_enabled\":[],\"owner_reply\":\"Enable everything you can handle.\",\"store_summary\":{\"low_stock\":13,\"products\":21,\"stockout_risks\":1,\"supplier_coverage\":0.78,\"unfulfilled_orders\":3}}","role":"user"},{"content":"{\"message\":\"I selected all three registered capabilities. Every proposal will still require approval.\",\"recommended_operations\":[{\"operation_type\":\"restock_inventory\",\"reason\":\"The owner's reply explicitly maps to inventory restocking.\"},{\"operation_type\":\"flag_issue\",\"reason\":\"The owner's reply explicitly maps to operational issue monitoring.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The owner's reply explicitly maps to order follow-up drafting.\"}]}","role":"assistant"}],"metadata":{"category":"conversational_correction","scenario_family":"synthetic_conversational_correction_011","scenario_id":"conversational_correction_011_09","split":"train","synthetic":true,"task":"capability_advice"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_000","scenario_id":"negative_safety_000_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-00\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-01\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-02\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-03\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-04\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-05\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-06\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-07\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-08\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:001-09\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_001","scenario_id":"negative_safety_001_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":20,\"candidate_id\":\"restock:002-00\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":37,\"candidate_id\":\"restock:002-01\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":7,\"candidate_id\":\"restock:002-02\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":35,\"candidate_id\":\"restock:002-03\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":53,\"candidate_id\":\"restock:002-04\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":44,\"candidate_id\":\"restock:002-05\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":25,\"candidate_id\":\"restock:002-06\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":37,\"candidate_id\":\"restock:002-07\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":56,\"candidate_id\":\"restock:002-08\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":45,\"candidate_id\":\"restock:002-09\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_002","scenario_id":"negative_safety_002_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":18,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-00\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":10,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-01\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":11,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-02\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":16,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-03\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":14,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-04\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":5,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-05\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":6,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-06\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":12,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-07\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":8,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-08\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":20,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S003-09\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_003","scenario_id":"negative_safety_003_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":13,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-00\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":15,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-01\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":17,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-02\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":19,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-03\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":10,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-04\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":18,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-05\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":11,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-06\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":7,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-07\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":8,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-08\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":7,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S004-09\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_004","scenario_id":"negative_safety_004_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-00\",\"facts\":{\"committed\":2,\"daily_velocity\":14.7143,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":24,\"net_available\":1,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":271,\"reorder_quantity\":420,\"safety_stock\":6,\"sales_lookback_days\":14,\"sales_units\":206,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":418,\"validated_quantity\":420},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-01\",\"facts\":{\"committed\":7,\"daily_velocity\":2.0333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":17,\"minimum_order_quantity\":12,\"net_available\":-3,\"on_hand\":0,\"pack_size\":8,\"reorder_point\":44,\"reorder_quantity\":112,\"safety_stock\":9,\"sales_lookback_days\":60,\"sales_units\":122,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":109,\"validated_quantity\":112},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-02\",\"facts\":{\"committed\":0,\"daily_velocity\":4.1333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":13,\"minimum_order_quantity\":24,\"net_available\":42,\"on_hand\":39,\"pack_size\":5,\"reorder_point\":57,\"reorder_quantity\":85,\"safety_stock\":3,\"sales_lookback_days\":45,\"sales_units\":186,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":123,\"validated_quantity\":85},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-03\",\"facts\":{\"committed\":2,\"daily_velocity\":3.55,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":10,\"net_available\":49,\"on_hand\":49,\"pack_size\":5,\"reorder_point\":68,\"reorder_quantity\":55,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":213,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":104,\"validated_quantity\":55},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-04\",\"facts\":{\"committed\":4,\"daily_velocity\":10.0714,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":8,\"minimum_order_quantity\":1,\"net_available\":-2,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":82,\"reorder_quantity\":330,\"safety_stock\":1,\"sales_lookback_days\":14,\"sales_units\":141,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":324,\"validated_quantity\":330},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-05\",\"facts\":{\"committed\":3,\"daily_velocity\":4.5333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":9,\"minimum_order_quantity\":1,\"net_available\":-1,\"on_hand\":0,\"pack_size\":1,\"reorder_point\":46,\"reorder_quantity\":124,\"safety_stock\":5,\"sales_lookback_days\":30,\"sales_units\":136,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":123,\"validated_quantity\":124},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-06\",\"facts\":{\"committed\":2,\"daily_velocity\":0.3111,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":6,\"minimum_order_quantity\":12,\"net_available\":1,\"on_hand\":3,\"pack_size\":5,\"reorder_point\":8,\"reorder_quantity\":20,\"safety_stock\":6,\"sales_lookback_days\":45,\"sales_units\":14,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":20,\"validated_quantity\":20},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-07\",\"facts\":{\"committed\":1,\"daily_velocity\":2.8667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":16,\"minimum_order_quantity\":6,\"net_available\":13,\"on_hand\":13,\"pack_size\":6,\"reorder_point\":57,\"reorder_quantity\":84,\"safety_stock\":11,\"sales_lookback_days\":60,\"sales_units\":172,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":92,\"validated_quantity\":84},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-08\",\"facts\":{\"committed\":0,\"daily_velocity\":1.5333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":8,\"minimum_order_quantity\":10,\"net_available\":4,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":14,\"reorder_quantity\":36,\"safety_stock\":1,\"sales_lookback_days\":45,\"sales_units\":69,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":40,\"validated_quantity\":36},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:005-09\",\"facts\":{\"committed\":3,\"daily_velocity\":3.0889,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":5,\"minimum_order_quantity\":12,\"net_available\":14,\"on_hand\":15,\"pack_size\":12,\"reorder_point\":20,\"reorder_quantity\":120,\"safety_stock\":4,\"sales_lookback_days\":45,\"sales_units\":139,\"supplier_configured\":true,\"target_coverage_days\":41,\"target_stock\":131,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_005","scenario_id":"negative_safety_005_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_006","scenario_id":"negative_safety_006_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-00\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-01\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-02\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-03\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-04\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-05\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-06\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-07\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-08\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:007-09\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_007","scenario_id":"negative_safety_007_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":9,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":64,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":6,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.2,\"eligible\":false,\"net_available\":73,\"reorder_point\":4,\"reorder_quantity\":0,\"target_stock\":8}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":91,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":18,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.6,\"eligible\":false,\"net_available\":92,\"reorder_point\":7,\"reorder_quantity\":0,\"target_stock\":20}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":58,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":8,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.2667,\"eligible\":false,\"net_available\":58,\"reorder_point\":4,\"reorder_quantity\":0,\"target_stock\":10}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":8,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":69,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":6,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.2,\"eligible\":false,\"net_available\":77,\"reorder_point\":4,\"reorder_quantity\":0,\"target_stock\":8}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":8,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":96,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":12,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.4,\"eligible\":false,\"net_available\":104,\"reorder_point\":5,\"reorder_quantity\":0,\"target_stock\":14}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":5,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":61,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":16,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.5333,\"eligible\":false,\"net_available\":66,\"reorder_point\":6,\"reorder_quantity\":0,\"target_stock\":18}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":10,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":78,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":2,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.0667,\"eligible\":false,\"net_available\":88,\"reorder_point\":3,\"reorder_quantity\":0,\"target_stock\":4}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":5,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":72,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":8,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.2667,\"eligible\":false,\"net_available\":77,\"reorder_point\":4,\"reorder_quantity\":0,\"target_stock\":10}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":5,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":81,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":18,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.6,\"eligible\":false,\"net_available\":86,\"reorder_point\":7,\"reorder_quantity\":0,\"target_stock\":20}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":7,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":60,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":13,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.4333,\"eligible\":false,\"net_available\":67,\"reorder_point\":6,\"reorder_quantity\":0,\"target_stock\":15}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_008","scenario_id":"negative_safety_008_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-5,\"product\":\"SKU-009-00\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":0,\"product\":\"SKU-009-01\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-1,\"product\":\"SKU-009-02\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-1,\"product\":\"SKU-009-03\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-4,\"product\":\"SKU-009-04\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":0,\"product\":\"SKU-009-05\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-5,\"product\":\"SKU-009-06\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":0,\"product\":\"SKU-009-07\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-2,\"product\":\"SKU-009-08\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-4,\"product\":\"SKU-009-09\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_009","scenario_id":"negative_safety_009_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"low_stock\":0,\"store_state\":\"healthy\",\"unfulfilled_orders\":0}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_010","scenario_id":"negative_safety_010_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-00\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-01\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-02\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-03\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-04\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-05\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-06\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-07\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-08\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidate_id\":\"restock:011-09\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_changed\":true,\"stale\":true}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_011","scenario_id":"negative_safety_011_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":55,\"candidate_id\":\"restock:012-00\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":10,\"candidate_id\":\"restock:012-01\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":10,\"candidate_id\":\"restock:012-02\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":47,\"candidate_id\":\"restock:012-03\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":34,\"candidate_id\":\"restock:012-04\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":45,\"candidate_id\":\"restock:012-05\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":34,\"candidate_id\":\"restock:012-06\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":47,\"candidate_id\":\"restock:012-07\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":39,\"candidate_id\":\"restock:012-08\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"calculated_quantity\":44,\"candidate_id\":\"restock:012-09\",\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"supplier_configured\":false}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_012","scenario_id":"negative_safety_012_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":19,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-00\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":5,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-01\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":17,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-02\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":8,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-03\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":7,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-04\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":12,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-05\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":19,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-06\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":16,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-07\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":18,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-08\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":16,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S013-09\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_013","scenario_id":"negative_safety_013_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":15,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-00\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":7,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-01\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":16,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-02\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":17,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-03\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":14,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-04\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":9,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-05\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":7,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-06\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":12,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-07\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":19,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-08\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"age_days\":11,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S014-09\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_014","scenario_id":"negative_safety_014_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-00\",\"facts\":{\"committed\":1,\"daily_velocity\":4.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":17,\"minimum_order_quantity\":1,\"net_available\":78,\"on_hand\":76,\"pack_size\":5,\"reorder_point\":79,\"reorder_quantity\":45,\"safety_stock\":9,\"sales_lookback_days\":45,\"sales_units\":183,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":123,\"validated_quantity\":45},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-01\",\"facts\":{\"committed\":0,\"daily_velocity\":1.75,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":15,\"minimum_order_quantity\":6,\"net_available\":20,\"on_hand\":17,\"pack_size\":1,\"reorder_point\":29,\"reorder_quantity\":28,\"safety_stock\":2,\"sales_lookback_days\":60,\"sales_units\":105,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":48,\"validated_quantity\":28},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-02\",\"facts\":{\"committed\":2,\"daily_velocity\":0.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":16,\"minimum_order_quantity\":20,\"net_available\":3,\"on_hand\":4,\"pack_size\":5,\"reorder_point\":21,\"reorder_quantity\":30,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":8,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":29,\"validated_quantity\":30},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-03\",\"facts\":{\"committed\":1,\"daily_velocity\":5.3111,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":20,\"net_available\":59,\"on_hand\":58,\"pack_size\":6,\"reorder_point\":108,\"reorder_quantity\":186,\"safety_stock\":12,\"sales_lookback_days\":45,\"sales_units\":239,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":241,\"validated_quantity\":186},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-04\",\"facts\":{\"committed\":0,\"daily_velocity\":4.5,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":12,\"minimum_order_quantity\":1,\"net_available\":13,\"on_hand\":12,\"pack_size\":2,\"reorder_point\":62,\"reorder_quantity\":180,\"safety_stock\":8,\"sales_lookback_days\":30,\"sales_units\":135,\"supplier_configured\":true,\"target_coverage_days\":41,\"target_stock\":193,\"validated_quantity\":180},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-05\",\"facts\":{\"committed\":2,\"daily_velocity\":1.25,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":6,\"net_available\":18,\"on_hand\":20,\"pack_size\":5,\"reorder_point\":27,\"reorder_quantity\":25,\"safety_stock\":8,\"sales_lookback_days\":60,\"sales_units\":75,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":41,\"validated_quantity\":25},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-06\",\"facts\":{\"committed\":3,\"daily_velocity\":2.8,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":9,\"minimum_order_quantity\":12,\"net_available\":25,\"on_hand\":28,\"pack_size\":1,\"reorder_point\":30,\"reorder_quantity\":103,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":168,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":128,\"validated_quantity\":103},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-07\",\"facts\":{\"committed\":2,\"daily_velocity\":2.5556,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":4,\"minimum_order_quantity\":10,\"net_available\":9,\"on_hand\":8,\"pack_size\":4,\"reorder_point\":16,\"reorder_quantity\":80,\"safety_stock\":5,\"sales_lookback_days\":45,\"sales_units\":115,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":87,\"validated_quantity\":80},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-08\",\"facts\":{\"committed\":3,\"daily_velocity\":7.2333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":20,\"net_available\":80,\"on_hand\":83,\"pack_size\":8,\"reorder_point\":116,\"reorder_quantity\":152,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":217,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":232,\"validated_quantity\":152},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:015-09\",\"facts\":{\"committed\":1,\"daily_velocity\":2.5833,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":16,\"minimum_order_quantity\":24,\"net_available\":49,\"on_hand\":49,\"pack_size\":1,\"reorder_point\":52,\"reorder_quantity\":49,\"safety_stock\":10,\"sales_lookback_days\":60,\"sales_units\":155,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":98,\"validated_quantity\":49},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_015","scenario_id":"negative_safety_015_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"owner_request\":\"Issue a refund and place a supplier order immediately.\",\"registered_candidates\":[]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_016","scenario_id":"negative_safety_016_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-00\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-01\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-02\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-03\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-04\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-05\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-06\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-07\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-08\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"refund:017-09\",\"facts\":{\"requested\":true},\"operation_type\":\"refund_order\"}],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_017","scenario_id":"negative_safety_017_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":44,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":9,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.3,\"eligible\":false,\"net_available\":44,\"reorder_point\":5,\"reorder_quantity\":0,\"target_stock\":11}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":2,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":73,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":16,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.5333,\"eligible\":false,\"net_available\":75,\"reorder_point\":6,\"reorder_quantity\":0,\"target_stock\":18}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":10,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":88,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":13,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.4333,\"eligible\":false,\"net_available\":98,\"reorder_point\":6,\"reorder_quantity\":0,\"target_stock\":15}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":65,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":11,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.3667,\"eligible\":false,\"net_available\":66,\"reorder_point\":5,\"reorder_quantity\":0,\"target_stock\":13}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":5,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":80,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":1,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.0333,\"eligible\":false,\"net_available\":85,\"reorder_point\":3,\"reorder_quantity\":0,\"target_stock\":3}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":5,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":44,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":19,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.6333,\"eligible\":false,\"net_available\":49,\"reorder_point\":7,\"reorder_quantity\":0,\"target_stock\":21}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":76,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":1,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.0333,\"eligible\":false,\"net_available\":77,\"reorder_point\":3,\"reorder_quantity\":0,\"target_stock\":3}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":2,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":98,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":8,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.2667,\"eligible\":false,\"net_available\":100,\"reorder_point\":4,\"reorder_quantity\":0,\"target_stock\":10}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":2,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":73,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":13,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.4333,\"eligible\":false,\"net_available\":75,\"reorder_point\":6,\"reorder_quantity\":0,\"target_stock\":15}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"inventory_inputs\":{\"committed\":0,\"inbound\":6,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"on_hand\":46,\"pack_size\":6,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":1,\"target_coverage_days\":30},\"rule_result\":{\"daily_velocity\":0.0333,\"eligible\":false,\"net_available\":52,\"reorder_point\":3,\"reorder_quantity\":0,\"target_stock\":3}}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_018","scenario_id":"negative_safety_018_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-5,\"product\":\"SKU-019-00\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-5,\"product\":\"SKU-019-01\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-5,\"product\":\"SKU-019-02\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":0,\"product\":\"SKU-019-03\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-3,\"product\":\"SKU-019-04\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-5,\"product\":\"SKU-019-05\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-5,\"product\":\"SKU-019-06\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-3,\"product\":\"SKU-019-07\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-2,\"product\":\"SKU-019-08\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"excluded\":true,\"net_available\":-2,\"product\":\"SKU-019-09\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_019","scenario_id":"negative_safety_019_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-00-0\",\"facts\":{\"committed\":6,\"daily_velocity\":1.5167,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":3,\"minimum_order_quantity\":24,\"net_available\":-3,\"on_hand\":0,\"pack_size\":1,\"reorder_point\":15,\"reorder_quantity\":54,\"safety_stock\":10,\"sales_lookback_days\":60,\"sales_units\":91,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":51,\"validated_quantity\":54},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 15; the deterministic replenishment quantity is 54 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":7.1667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":6,\"net_available\":115,\"on_hand\":117,\"pack_size\":12,\"reorder_point\":118,\"reorder_quantity\":132,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":215,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":247,\"validated_quantity\":132},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 115 against a reorder point of 118; the deterministic replenishment quantity is 132 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.2167,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":14,\"minimum_order_quantity\":1,\"net_available\":8,\"on_hand\":4,\"pack_size\":5,\"reorder_point\":16,\"reorder_quantity\":15,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":13,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":19,\"validated_quantity\":15},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 8 against a reorder point of 16; the deterministic replenishment quantity is 15 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-03-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":3,\"minimum_order_quantity\":10,\"net_available\":15,\"on_hand\":12,\"pack_size\":2,\"reorder_point\":24,\"reorder_quantity\":118,\"safety_stock\":9,\"sales_lookback_days\":30,\"sales_units\":142,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":133,\"validated_quantity\":118},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 15 against a reorder point of 24; the deterministic replenishment quantity is 118 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-04-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.0,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":5,\"minimum_order_quantity\":6,\"net_available\":5,\"on_hand\":1,\"pack_size\":6,\"reorder_point\":22,\"reorder_quantity\":156,\"safety_stock\":7,\"sales_lookback_days\":60,\"sales_units\":180,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":157,\"validated_quantity\":156},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 5 against a reorder point of 22; the deterministic replenishment quantity is 156 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-05-0\",\"facts\":{\"committed\":7,\"daily_velocity\":5.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":15,\"minimum_order_quantity\":10,\"net_available\":-4,\"on_hand\":0,\"pack_size\":12,\"reorder_point\":86,\"reorder_quantity\":264,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":152,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":254,\"validated_quantity\":264},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 86; the deterministic replenishment quantity is 264 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-06-0\",\"facts\":{\"committed\":0,\"daily_velocity\":10.6429,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":10,\"minimum_order_quantity\":20,\"net_available\":52,\"on_hand\":49,\"pack_size\":5,\"reorder_point\":109,\"reorder_quantity\":380,\"safety_stock\":2,\"sales_lookback_days\":14,\"sales_units\":149,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":428,\"validated_quantity\":380},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 52 against a reorder point of 109; the deterministic replenishment quantity is 380 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":6,\"minimum_order_quantity\":20,\"net_available\":15,\"on_hand\":13,\"pack_size\":12,\"reorder_point\":20,\"reorder_quantity\":72,\"safety_stock\":3,\"sales_lookback_days\":60,\"sales_units\":164,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":85,\"validated_quantity\":72},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 15 against a reorder point of 20; the deterministic replenishment quantity is 72 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":14.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":10,\"minimum_order_quantity\":10,\"net_available\":121,\"on_hand\":121,\"pack_size\":5,\"reorder_point\":153,\"reorder_quantity\":330,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":208,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":450,\"validated_quantity\":330},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 121 against a reorder point of 153; the deterministic replenishment quantity is 330 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:000-09-0\",\"facts\":{\"committed\":3,\"daily_velocity\":0.3333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":4,\"minimum_order_quantity\":12,\"net_available\":1,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":2,\"reorder_quantity\":12,\"safety_stock\":0,\"sales_lookback_days\":45,\"sales_units\":15,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":8,\"validated_quantity\":12},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:000-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 1 against a reorder point of 2; the deterministic replenishment quantity is 12 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_000","scenario_id":"positive_planning_000_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-00-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-001-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-01-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-001-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-02-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-001-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-03-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-001-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-04-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-001-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-05-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-001-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-001-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-07-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-001-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-08-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-001-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:001-09-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-001-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:001-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_001","scenario_id":"positive_planning_001_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-00-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S002-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-00-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-00-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-01-0:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S002-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-01-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-01-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-02-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S002-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-02-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-02-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-03-0:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S002-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-03-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-03-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-04-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S002-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-04-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-04-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-05-0:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S002-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-05-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-05-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-06-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S002-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-06-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-06-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-07-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S002-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-07-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-07-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-08-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S002-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-08-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-08-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-002-09-0:UNFULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S002-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-002-09-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S002-09-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_002","scenario_id":"positive_planning_002_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":12.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":5,\"minimum_order_quantity\":20,\"net_available\":31,\"on_hand\":29,\"pack_size\":12,\"reorder_point\":64,\"reorder_quantity\":564,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":170,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":586,\"validated_quantity\":564},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-00-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-003-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 31 against a reorder point of 64; the deterministic replenishment quantity is 564 units.\"},{\"candidate_id\":\"inventory-issue:003-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":18.5,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":7,\"minimum_order_quantity\":1,\"net_available\":123,\"on_hand\":122,\"pack_size\":2,\"reorder_point\":133,\"reorder_quantity\":566,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":259,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":688,\"validated_quantity\":566},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-01-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-003-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 123 against a reorder point of 133; the deterministic replenishment quantity is 566 units.\"},{\"candidate_id\":\"inventory-issue:003-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":11,\"minimum_order_quantity\":20,\"net_available\":21,\"on_hand\":22,\"pack_size\":2,\"reorder_point\":57,\"reorder_quantity\":168,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":68,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":188,\"validated_quantity\":168},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-02-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-003-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 21 against a reorder point of 57; the deterministic replenishment quantity is 168 units.\"},{\"candidate_id\":\"inventory-issue:003-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-03-0\",\"facts\":{\"committed\":5,\"daily_velocity\":0.7143,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":6,\"minimum_order_quantity\":20,\"net_available\":-2,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":10,\"reorder_quantity\":34,\"safety_stock\":5,\"sales_lookback_days\":14,\"sales_units\":10,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":32,\"validated_quantity\":34},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-03-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-003-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 10; the deterministic replenishment quantity is 34 units.\"},{\"candidate_id\":\"inventory-issue:003-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.0444,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":4,\"minimum_order_quantity\":20,\"net_available\":3,\"on_hand\":2,\"pack_size\":8,\"reorder_point\":28,\"reorder_quantity\":176,\"safety_stock\":7,\"sales_lookback_days\":45,\"sales_units\":227,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":179,\"validated_quantity\":176},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-04-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-003-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 28; the deterministic replenishment quantity is 176 units.\"},{\"candidate_id\":\"inventory-issue:003-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.8667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":17,\"minimum_order_quantity\":10,\"net_available\":43,\"on_hand\":42,\"pack_size\":1,\"reorder_point\":75,\"reorder_quantity\":79,\"safety_stock\":9,\"sales_lookback_days\":45,\"sales_units\":174,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":122,\"validated_quantity\":79},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-05-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-003-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 43 against a reorder point of 75; the deterministic replenishment quantity is 79 units.\"},{\"candidate_id\":\"inventory-issue:003-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-06-0\",\"facts\":{\"committed\":2,\"daily_velocity\":3.1333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":8,\"minimum_order_quantity\":1,\"net_available\":19,\"on_hand\":17,\"pack_size\":4,\"reorder_point\":37,\"reorder_quantity\":140,\"safety_stock\":11,\"sales_lookback_days\":60,\"sales_units\":188,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":156,\"validated_quantity\":140},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-06-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-003-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 19 against a reorder point of 37; the deterministic replenishment quantity is 140 units.\"},{\"candidate_id\":\"inventory-issue:003-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.9111,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":6,\"net_available\":23,\"on_hand\":20,\"pack_size\":5,\"reorder_point\":56,\"reorder_quantity\":80,\"safety_stock\":1,\"sales_lookback_days\":45,\"sales_units\":176,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":99,\"validated_quantity\":80},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-07-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-003-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 23 against a reorder point of 56; the deterministic replenishment quantity is 80 units.\"},{\"candidate_id\":\"inventory-issue:003-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-08-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.0167,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":24,\"net_available\":43,\"on_hand\":40,\"pack_size\":8,\"reorder_point\":61,\"reorder_quantity\":104,\"safety_stock\":6,\"sales_lookback_days\":60,\"sales_units\":181,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":142,\"validated_quantity\":104},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-08-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-003-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 43 against a reorder point of 61; the deterministic replenishment quantity is 104 units.\"},{\"candidate_id\":\"inventory-issue:003-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:003-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.7167,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":16,\"minimum_order_quantity\":1,\"net_available\":13,\"on_hand\":11,\"pack_size\":12,\"reorder_point\":29,\"reorder_quantity\":36,\"safety_stock\":1,\"sales_lookback_days\":60,\"sales_units\":103,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":46,\"validated_quantity\":36},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:003-09-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-003-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:003-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 13 against a reorder point of 29; the deterministic replenishment quantity is 36 units.\"},{\"candidate_id\":\"inventory-issue:003-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_003","scenario_id":"positive_planning_003_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-00-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.9111,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":11,\"minimum_order_quantity\":6,\"net_available\":15,\"on_hand\":16,\"pack_size\":1,\"reorder_point\":35,\"reorder_quantity\":130,\"safety_stock\":2,\"sales_lookback_days\":45,\"sales_units\":131,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":145,\"validated_quantity\":130},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-00-1:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S004-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 15 against a reorder point of 35; the deterministic replenishment quantity is 130 units.\"},{\"candidate_id\":\"followup:order-004-00-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-01-0\",\"facts\":{\"committed\":8,\"daily_velocity\":4.8444,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":6,\"net_available\":-5,\"on_hand\":1,\"pack_size\":4,\"reorder_point\":30,\"reorder_quantity\":180,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":218,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":175,\"validated_quantity\":180},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-01-1:UNFULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S004-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 30; the deterministic replenishment quantity is 180 units.\"},{\"candidate_id\":\"followup:order-004-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.7857,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":13,\"minimum_order_quantity\":6,\"net_available\":25,\"on_hand\":22,\"pack_size\":12,\"reorder_point\":88,\"reorder_quantity\":168,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":81,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":192,\"validated_quantity\":168},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-02-1:UNFULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S004-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 25 against a reorder point of 88; the deterministic replenishment quantity is 168 units.\"},{\"candidate_id\":\"followup:order-004-02-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":3.2167,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":18,\"minimum_order_quantity\":12,\"net_available\":61,\"on_hand\":59,\"pack_size\":5,\"reorder_point\":65,\"reorder_quantity\":95,\"safety_stock\":7,\"sales_lookback_days\":60,\"sales_units\":193,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":155,\"validated_quantity\":95},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S004-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 61 against a reorder point of 65; the deterministic replenishment quantity is 95 units.\"},{\"candidate_id\":\"followup:order-004-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.2444,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":16,\"minimum_order_quantity\":20,\"net_available\":7,\"on_hand\":6,\"pack_size\":5,\"reorder_point\":27,\"reorder_quantity\":45,\"safety_stock\":7,\"sales_lookback_days\":45,\"sales_units\":56,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":51,\"validated_quantity\":45},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-04-1:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S004-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 27; the deterministic replenishment quantity is 45 units.\"},{\"candidate_id\":\"followup:order-004-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.8333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":17,\"minimum_order_quantity\":6,\"net_available\":29,\"on_hand\":31,\"pack_size\":2,\"reorder_point\":56,\"reorder_quantity\":56,\"safety_stock\":7,\"sales_lookback_days\":60,\"sales_units\":170,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":84,\"validated_quantity\":56},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-05-1:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S004-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 29 against a reorder point of 56; the deterministic replenishment quantity is 56 units.\"},{\"candidate_id\":\"followup:order-004-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-06-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":11,\"minimum_order_quantity\":6,\"net_available\":38,\"on_hand\":34,\"pack_size\":4,\"reorder_point\":43,\"reorder_quantity\":100,\"safety_stock\":3,\"sales_lookback_days\":30,\"sales_units\":109,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":138,\"validated_quantity\":100},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-06-1:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S004-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 38 against a reorder point of 43; the deterministic replenishment quantity is 100 units.\"},{\"candidate_id\":\"followup:order-004-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-07-0\",\"facts\":{\"committed\":2,\"daily_velocity\":11.2857,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":3,\"minimum_order_quantity\":6,\"net_available\":1,\"on_hand\":0,\"pack_size\":1,\"reorder_point\":43,\"reorder_quantity\":415,\"safety_stock\":9,\"sales_lookback_days\":14,\"sales_units\":158,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":416,\"validated_quantity\":415},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-07-1:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S004-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 1 against a reorder point of 43; the deterministic replenishment quantity is 415 units.\"},{\"candidate_id\":\"followup:order-004-07-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.2667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":20,\"net_available\":8,\"on_hand\":9,\"pack_size\":5,\"reorder_point\":14,\"reorder_quantity\":20,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":16,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":19,\"validated_quantity\":20},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S004-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 8 against a reorder point of 14; the deterministic replenishment quantity is 20 units.\"},{\"candidate_id\":\"followup:order-004-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:004-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":1.7556,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":14,\"minimum_order_quantity\":24,\"net_available\":27,\"on_hand\":28,\"pack_size\":1,\"reorder_point\":28,\"reorder_quantity\":50,\"safety_stock\":3,\"sales_lookback_days\":45,\"sales_units\":79,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":77,\"validated_quantity\":50},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-004-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S004-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:004-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 27 against a reorder point of 28; the deterministic replenishment quantity is 50 units.\"},{\"candidate_id\":\"followup:order-004-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S004-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_004","scenario_id":"positive_planning_004_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-00-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-005-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-00-1:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S005-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-00-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-01-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-005-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-01-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S005-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-01-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-02-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-005-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-02-1:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S005-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-02-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-03-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-005-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S005-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-04-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-005-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-04-1:UNFULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S005-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-05-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-005-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-05-1:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S005-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-005-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S005-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-07-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-005-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-07-1:UNFULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S005-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-07-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-08-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-005-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-08-1:UNFULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S005-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-08-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:005-09-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-005-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-005-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S005-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:005-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-005-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S005-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_005","scenario_id":"positive_planning_005_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-00-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.3,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":9,\"minimum_order_quantity\":12,\"net_available\":49,\"on_hand\":51,\"pack_size\":5,\"reorder_point\":55,\"reorder_quantity\":215,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":159,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":262,\"validated_quantity\":215},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-00-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-006-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-00-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S006-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 49 against a reorder point of 55; the deterministic replenishment quantity is 215 units.\"},{\"candidate_id\":\"inventory-issue:006-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-00-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-00-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-01-0\",\"facts\":{\"committed\":1,\"daily_velocity\":0.6,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":10,\"minimum_order_quantity\":20,\"net_available\":8,\"on_hand\":7,\"pack_size\":8,\"reorder_point\":17,\"reorder_quantity\":32,\"safety_stock\":11,\"sales_lookback_days\":45,\"sales_units\":27,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":34,\"validated_quantity\":32},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-01-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-006-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-01-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S006-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 8 against a reorder point of 17; the deterministic replenishment quantity is 32 units.\"},{\"candidate_id\":\"inventory-issue:006-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-01-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-01-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-02-0\",\"facts\":{\"committed\":3,\"daily_velocity\":7.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":12,\"minimum_order_quantity\":20,\"net_available\":46,\"on_hand\":49,\"pack_size\":12,\"reorder_point\":98,\"reorder_quantity\":168,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":100,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":205,\"validated_quantity\":168},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-02-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-006-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-02-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S006-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 46 against a reorder point of 98; the deterministic replenishment quantity is 168 units.\"},{\"candidate_id\":\"inventory-issue:006-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-02-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-02-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-03-0\",\"facts\":{\"committed\":7,\"daily_velocity\":5.4667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":5,\"minimum_order_quantity\":20,\"net_available\":-4,\"on_hand\":3,\"pack_size\":4,\"reorder_point\":38,\"reorder_quantity\":280,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":164,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":273,\"validated_quantity\":280},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-03-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-006-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-03-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S006-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 38; the deterministic replenishment quantity is 280 units.\"},{\"candidate_id\":\"inventory-issue:006-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-03-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-03-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":7.5667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":9,\"minimum_order_quantity\":10,\"net_available\":24,\"on_hand\":22,\"pack_size\":1,\"reorder_point\":73,\"reorder_quantity\":268,\"safety_stock\":4,\"sales_lookback_days\":30,\"sales_units\":227,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":292,\"validated_quantity\":268},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-04-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-006-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-04-2:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S006-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 24 against a reorder point of 73; the deterministic replenishment quantity is 268 units.\"},{\"candidate_id\":\"inventory-issue:006-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-04-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-04-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.6,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":6,\"net_available\":1,\"on_hand\":1,\"pack_size\":4,\"reorder_point\":23,\"reorder_quantity\":100,\"safety_stock\":4,\"sales_lookback_days\":45,\"sales_units\":117,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":101,\"validated_quantity\":100},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-05-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-006-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-05-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S006-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 1 against a reorder point of 23; the deterministic replenishment quantity is 100 units.\"},{\"candidate_id\":\"inventory-issue:006-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-05-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-05-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-06-0\",\"facts\":{\"committed\":7,\"daily_velocity\":7.2143,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":1,\"net_available\":-5,\"on_hand\":0,\"pack_size\":4,\"reorder_point\":36,\"reorder_quantity\":208,\"safety_stock\":7,\"sales_lookback_days\":14,\"sales_units\":101,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":202,\"validated_quantity\":208},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-06-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-006-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-06-2:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S006-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 36; the deterministic replenishment quantity is 208 units.\"},{\"candidate_id\":\"inventory-issue:006-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-06-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-06-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-07-0\",\"facts\":{\"committed\":2,\"daily_velocity\":3.4667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":11,\"minimum_order_quantity\":12,\"net_available\":33,\"on_hand\":35,\"pack_size\":4,\"reorder_point\":42,\"reorder_quantity\":96,\"safety_stock\":3,\"sales_lookback_days\":30,\"sales_units\":104,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":128,\"validated_quantity\":96},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-07-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-006-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-07-2:UNFULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S006-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 33 against a reorder point of 42; the deterministic replenishment quantity is 96 units.\"},{\"candidate_id\":\"inventory-issue:006-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-07-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-07-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.9333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":13,\"minimum_order_quantity\":6,\"net_available\":2,\"on_hand\":2,\"pack_size\":2,\"reorder_point\":14,\"reorder_quantity\":38,\"safety_stock\":1,\"sales_lookback_days\":60,\"sales_units\":56,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":39,\"validated_quantity\":38},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-08-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-006-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-08-2:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S006-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 14; the deterministic replenishment quantity is 38 units.\"},{\"candidate_id\":\"inventory-issue:006-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-08-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-08-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:006-09-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.5667,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":8,\"minimum_order_quantity\":10,\"net_available\":48,\"on_hand\":47,\"pack_size\":8,\"reorder_point\":52,\"reorder_quantity\":216,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":167,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":264,\"validated_quantity\":216},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:006-09-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-006-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-006-09-2:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S006-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:006-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 48 against a reorder point of 52; the deterministic replenishment quantity is 216 units.\"},{\"candidate_id\":\"inventory-issue:006-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-006-09-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S006-09-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_006","scenario_id":"positive_planning_006_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-00-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.4222,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":6,\"net_available\":0,\"on_hand\":1,\"pack_size\":5,\"reorder_point\":27,\"reorder_quantity\":125,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":109,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":124,\"validated_quantity\":125},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 27; the deterministic replenishment quantity is 125 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.55,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":9,\"minimum_order_quantity\":10,\"net_available\":14,\"on_hand\":13,\"pack_size\":5,\"reorder_point\":28,\"reorder_quantity\":75,\"safety_stock\":5,\"sales_lookback_days\":60,\"sales_units\":153,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":87,\"validated_quantity\":75},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 14 against a reorder point of 28; the deterministic replenishment quantity is 75 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.5,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":7,\"minimum_order_quantity\":24,\"net_available\":11,\"on_hand\":7,\"pack_size\":12,\"reorder_point\":15,\"reorder_quantity\":24,\"safety_stock\":11,\"sales_lookback_days\":30,\"sales_units\":15,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":33,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 11 against a reorder point of 15; the deterministic replenishment quantity is 24 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-03-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.2333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":15,\"minimum_order_quantity\":12,\"net_available\":33,\"on_hand\":29,\"pack_size\":8,\"reorder_point\":80,\"reorder_quantity\":216,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":157,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":242,\"validated_quantity\":216},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 33 against a reorder point of 80; the deterministic replenishment quantity is 216 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-04-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.4222,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":16,\"minimum_order_quantity\":10,\"net_available\":7,\"on_hand\":4,\"pack_size\":6,\"reorder_point\":75,\"reorder_quantity\":192,\"safety_stock\":4,\"sales_lookback_days\":45,\"sales_units\":199,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":199,\"validated_quantity\":192},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 75; the deterministic replenishment quantity is 192 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.6429,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":6,\"net_available\":84,\"on_hand\":82,\"pack_size\":6,\"reorder_point\":114,\"reorder_quantity\":90,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":79,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":170,\"validated_quantity\":90},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 84 against a reorder point of 114; the deterministic replenishment quantity is 90 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-06-0\",\"facts\":{\"committed\":2,\"daily_velocity\":7.9667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":5,\"minimum_order_quantity\":6,\"net_available\":8,\"on_hand\":7,\"pack_size\":4,\"reorder_point\":42,\"reorder_quantity\":268,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":239,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":273,\"validated_quantity\":268},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 8 against a reorder point of 42; the deterministic replenishment quantity is 268 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":10.5,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":13,\"minimum_order_quantity\":24,\"net_available\":32,\"on_hand\":31,\"pack_size\":5,\"reorder_point\":139,\"reorder_quantity\":435,\"safety_stock\":2,\"sales_lookback_days\":14,\"sales_units\":147,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":464,\"validated_quantity\":435},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 32 against a reorder point of 139; the deterministic replenishment quantity is 435 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.15,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":16,\"minimum_order_quantity\":10,\"net_available\":4,\"on_hand\":2,\"pack_size\":1,\"reorder_point\":13,\"reorder_quantity\":11,\"safety_stock\":10,\"sales_lookback_days\":60,\"sales_units\":9,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":15,\"validated_quantity\":11},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 4 against a reorder point of 13; the deterministic replenishment quantity is 11 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:007-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":0.9333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":7,\"minimum_order_quantity\":24,\"net_available\":16,\"on_hand\":14,\"pack_size\":1,\"reorder_point\":17,\"reorder_quantity\":24,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":42,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":34,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:007-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 16 against a reorder point of 17; the deterministic replenishment quantity is 24 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_007","scenario_id":"positive_planning_007_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-00-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-008-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-008-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-02-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-008-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-03-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-008-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-04-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-008-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-05-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-008-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-06-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-008-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-07-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-008-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-08-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-008-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:008-09-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-008-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:008-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_008","scenario_id":"positive_planning_008_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-00-0:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S009-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-00-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-00-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-01-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S009-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-01-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-01-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-02-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S009-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-02-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-02-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-03-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S009-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-03-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-03-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-04-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S009-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-04-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-04-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-05-0:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S009-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-05-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-05-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-06-0:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S009-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-06-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-06-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-07-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S009-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-07-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-07-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-08-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S009-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-08-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-08-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-009-09-0:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S009-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-009-09-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S009-09-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_009","scenario_id":"positive_planning_009_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":1.0333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":10,\"minimum_order_quantity\":12,\"net_available\":7,\"on_hand\":4,\"pack_size\":1,\"reorder_point\":12,\"reorder_quantity\":28,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":31,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":35,\"validated_quantity\":28},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-00-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-010-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 7 against a reorder point of 12; the deterministic replenishment quantity is 28 units.\"},{\"candidate_id\":\"inventory-issue:010-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-01-0\",\"facts\":{\"committed\":6,\"daily_velocity\":3.4889,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":10,\"net_available\":-5,\"on_hand\":0,\"pack_size\":8,\"reorder_point\":31,\"reorder_quantity\":96,\"safety_stock\":6,\"sales_lookback_days\":45,\"sales_units\":157,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":90,\"validated_quantity\":96},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-01-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-010-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 31; the deterministic replenishment quantity is 96 units.\"},{\"candidate_id\":\"inventory-issue:010-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.1167,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":16,\"minimum_order_quantity\":10,\"net_available\":63,\"on_hand\":64,\"pack_size\":5,\"reorder_point\":74,\"reorder_quantity\":115,\"safety_stock\":8,\"sales_lookback_days\":60,\"sales_units\":247,\"supplier_configured\":true,\"target_coverage_days\":41,\"target_stock\":177,\"validated_quantity\":115},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-02-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-010-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 63 against a reorder point of 74; the deterministic replenishment quantity is 115 units.\"},{\"candidate_id\":\"inventory-issue:010-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-03-0\",\"facts\":{\"committed\":4,\"daily_velocity\":8.4,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":10,\"minimum_order_quantity\":6,\"net_available\":-1,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":90,\"reorder_quantity\":360,\"safety_stock\":6,\"sales_lookback_days\":30,\"sales_units\":252,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":359,\"validated_quantity\":360},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-03-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-010-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 90; the deterministic replenishment quantity is 360 units.\"},{\"candidate_id\":\"inventory-issue:010-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.9333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":9,\"minimum_order_quantity\":24,\"net_available\":3,\"on_hand\":6,\"pack_size\":4,\"reorder_point\":34,\"reorder_quantity\":100,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":88,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":101,\"validated_quantity\":100},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-04-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-010-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 34; the deterministic replenishment quantity is 100 units.\"},{\"candidate_id\":\"inventory-issue:010-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":8.2333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":12,\"minimum_order_quantity\":12,\"net_available\":65,\"on_hand\":65,\"pack_size\":6,\"reorder_point\":101,\"reorder_quantity\":228,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":247,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":291,\"validated_quantity\":228},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-05-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-010-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 65 against a reorder point of 101; the deterministic replenishment quantity is 228 units.\"},{\"candidate_id\":\"inventory-issue:010-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":11.7143,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":12,\"minimum_order_quantity\":20,\"net_available\":45,\"on_hand\":45,\"pack_size\":4,\"reorder_point\":148,\"reorder_quantity\":328,\"safety_stock\":7,\"sales_lookback_days\":14,\"sales_units\":164,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":371,\"validated_quantity\":328},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-06-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-010-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 45 against a reorder point of 148; the deterministic replenishment quantity is 328 units.\"},{\"candidate_id\":\"inventory-issue:010-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":15,\"minimum_order_quantity\":20,\"net_available\":29,\"on_hand\":28,\"pack_size\":12,\"reorder_point\":42,\"reorder_quantity\":36,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":62,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":62,\"validated_quantity\":36},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-07-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-010-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 29 against a reorder point of 42; the deterministic replenishment quantity is 36 units.\"},{\"candidate_id\":\"inventory-issue:010-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-08-0\",\"facts\":{\"committed\":4,\"daily_velocity\":4.5333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":3,\"minimum_order_quantity\":20,\"net_available\":0,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":15,\"reorder_quantity\":160,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":136,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":160,\"validated_quantity\":160},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-08-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-010-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 15; the deterministic replenishment quantity is 160 units.\"},{\"candidate_id\":\"inventory-issue:010-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:010-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.1,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":12,\"minimum_order_quantity\":24,\"net_available\":10,\"on_hand\":6,\"pack_size\":2,\"reorder_point\":53,\"reorder_quantity\":92,\"safety_stock\":3,\"sales_lookback_days\":60,\"sales_units\":246,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":102,\"validated_quantity\":92},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:010-09-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-010-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:010-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 10 against a reorder point of 53; the deterministic replenishment quantity is 92 units.\"},{\"candidate_id\":\"inventory-issue:010-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_010","scenario_id":"positive_planning_010_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.4833,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":13,\"minimum_order_quantity\":20,\"net_available\":40,\"on_hand\":37,\"pack_size\":4,\"reorder_point\":45,\"reorder_quantity\":40,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":149,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":80,\"validated_quantity\":40},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S011-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 40 against a reorder point of 45; the deterministic replenishment quantity is 40 units.\"},{\"candidate_id\":\"followup:order-011-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.2,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":11,\"minimum_order_quantity\":12,\"net_available\":26,\"on_hand\":25,\"pack_size\":1,\"reorder_point\":67,\"reorder_quantity\":171,\"safety_stock\":9,\"sales_lookback_days\":30,\"sales_units\":156,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":197,\"validated_quantity\":171},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-01-1:UNFULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S011-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 26 against a reorder point of 67; the deterministic replenishment quantity is 171 units.\"},{\"candidate_id\":\"followup:order-011-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-02-0\",\"facts\":{\"committed\":2,\"daily_velocity\":13.7857,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":18,\"minimum_order_quantity\":20,\"net_available\":128,\"on_hand\":130,\"pack_size\":4,\"reorder_point\":254,\"reorder_quantity\":568,\"safety_stock\":5,\"sales_lookback_days\":14,\"sales_units\":193,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":695,\"validated_quantity\":568},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S011-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 128 against a reorder point of 254; the deterministic replenishment quantity is 568 units.\"},{\"candidate_id\":\"followup:order-011-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-03-0\",\"facts\":{\"committed\":1,\"daily_velocity\":0.9286,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":15,\"minimum_order_quantity\":24,\"net_available\":21,\"on_hand\":21,\"pack_size\":8,\"reorder_point\":25,\"reorder_quantity\":32,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":13,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":46,\"validated_quantity\":32},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S011-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 21 against a reorder point of 25; the deterministic replenishment quantity is 32 units.\"},{\"candidate_id\":\"followup:order-011-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-04-0\",\"facts\":{\"committed\":0,\"daily_velocity\":14.0714,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":7,\"minimum_order_quantity\":1,\"net_available\":18,\"on_hand\":14,\"pack_size\":4,\"reorder_point\":103,\"reorder_quantity\":412,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":197,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":427,\"validated_quantity\":412},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S011-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 18 against a reorder point of 103; the deterministic replenishment quantity is 412 units.\"},{\"candidate_id\":\"followup:order-011-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":7.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":5,\"minimum_order_quantity\":10,\"net_available\":18,\"on_hand\":20,\"pack_size\":6,\"reorder_point\":48,\"reorder_quantity\":282,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":100,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":298,\"validated_quantity\":282},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-05-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S011-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 18 against a reorder point of 48; the deterministic replenishment quantity is 282 units.\"},{\"candidate_id\":\"followup:order-011-05-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-06-0\",\"facts\":{\"committed\":6,\"daily_velocity\":2.9,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":9,\"minimum_order_quantity\":1,\"net_available\":-5,\"on_hand\":1,\"pack_size\":6,\"reorder_point\":34,\"reorder_quantity\":126,\"safety_stock\":7,\"sales_lookback_days\":60,\"sales_units\":174,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":118,\"validated_quantity\":126},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S011-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 34; the deterministic replenishment quantity is 126 units.\"},{\"candidate_id\":\"followup:order-011-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-07-0\",\"facts\":{\"committed\":3,\"daily_velocity\":15.7143,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":10,\"minimum_order_quantity\":20,\"net_available\":84,\"on_hand\":87,\"pack_size\":5,\"reorder_point\":169,\"reorder_quantity\":305,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":220,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":389,\"validated_quantity\":305},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S011-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 84 against a reorder point of 169; the deterministic replenishment quantity is 305 units.\"},{\"candidate_id\":\"followup:order-011-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.3167,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":9,\"minimum_order_quantity\":6,\"net_available\":33,\"on_hand\":35,\"pack_size\":6,\"reorder_point\":37,\"reorder_quantity\":90,\"safety_stock\":7,\"sales_lookback_days\":60,\"sales_units\":199,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":120,\"validated_quantity\":90},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S011-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 33 against a reorder point of 37; the deterministic replenishment quantity is 90 units.\"},{\"candidate_id\":\"followup:order-011-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:011-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":6.3571,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":5,\"minimum_order_quantity\":20,\"net_available\":13,\"on_hand\":12,\"pack_size\":4,\"reorder_point\":33,\"reorder_quantity\":264,\"safety_stock\":1,\"sales_lookback_days\":14,\"sales_units\":89,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":275,\"validated_quantity\":264},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-011-09-1:UNFULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S011-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:011-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 13 against a reorder point of 33; the deterministic replenishment quantity is 264 units.\"},{\"candidate_id\":\"followup:order-011-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S011-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_011","scenario_id":"positive_planning_011_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-00-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-012-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-00-1:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S012-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-00-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-012-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-01-1:UNFULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S012-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-02-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-012-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S012-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-03-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-012-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S012-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-04-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-012-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-04-1:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S012-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-05-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-012-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-05-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S012-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-05-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-06-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-012-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-06-1:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S012-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-07-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-012-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S012-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-08-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-012-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S012-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:012-09-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-012-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-012-09-1:UNFULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S012-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:012-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-012-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S012-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_012","scenario_id":"positive_planning_012_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-00-0\",\"facts\":{\"committed\":5,\"daily_velocity\":1.6667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":6,\"net_available\":-3,\"on_hand\":0,\"pack_size\":1,\"reorder_point\":9,\"reorder_quantity\":59,\"safety_stock\":2,\"sales_lookback_days\":45,\"sales_units\":75,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":56,\"validated_quantity\":59},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-00-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-013-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-00-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S013-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 9; the deterministic replenishment quantity is 59 units.\"},{\"candidate_id\":\"inventory-issue:013-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-00-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-00-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-01-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":7,\"minimum_order_quantity\":1,\"net_available\":8,\"on_hand\":5,\"pack_size\":12,\"reorder_point\":42,\"reorder_quantity\":204,\"safety_stock\":6,\"sales_lookback_days\":45,\"sales_units\":228,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":209,\"validated_quantity\":204},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-01-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-013-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-01-2:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S013-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 8 against a reorder point of 42; the deterministic replenishment quantity is 204 units.\"},{\"candidate_id\":\"inventory-issue:013-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-01-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-01-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":6.4,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":12,\"minimum_order_quantity\":6,\"net_available\":47,\"on_hand\":45,\"pack_size\":6,\"reorder_point\":78,\"reorder_quantity\":228,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":192,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":270,\"validated_quantity\":228},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-02-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-013-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-02-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S013-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 47 against a reorder point of 78; the deterministic replenishment quantity is 228 units.\"},{\"candidate_id\":\"inventory-issue:013-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-02-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-02-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-03-0\",\"facts\":{\"committed\":4,\"daily_velocity\":3.2889,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":20,\"net_available\":-1,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":59,\"reorder_quantity\":110,\"safety_stock\":12,\"sales_lookback_days\":45,\"sales_units\":148,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":108,\"validated_quantity\":110},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-03-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-013-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-03-2:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S013-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 59; the deterministic replenishment quantity is 110 units.\"},{\"candidate_id\":\"inventory-issue:013-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-03-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-03-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-04-0\",\"facts\":{\"committed\":5,\"daily_velocity\":0.4,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":24,\"net_available\":-3,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":3,\"reorder_quantity\":25,\"safety_stock\":1,\"sales_lookback_days\":45,\"sales_units\":18,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":14,\"validated_quantity\":25},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-04-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-013-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-04-2:UNFULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S013-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 3; the deterministic replenishment quantity is 25 units.\"},{\"candidate_id\":\"inventory-issue:013-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-04-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-04-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-05-0\",\"facts\":{\"committed\":1,\"daily_velocity\":13.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":9,\"minimum_order_quantity\":6,\"net_available\":25,\"on_hand\":26,\"pack_size\":2,\"reorder_point\":126,\"reorder_quantity\":468,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":190,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":492,\"validated_quantity\":468},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-05-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-013-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-05-2:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S013-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 25 against a reorder point of 126; the deterministic replenishment quantity is 468 units.\"},{\"candidate_id\":\"inventory-issue:013-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-05-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-05-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-06-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.2667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":6,\"net_available\":12,\"on_hand\":9,\"pack_size\":1,\"reorder_point\":44,\"reorder_quantity\":100,\"safety_stock\":12,\"sales_lookback_days\":45,\"sales_units\":102,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":112,\"validated_quantity\":100},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-06-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-013-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-06-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S013-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 12 against a reorder point of 44; the deterministic replenishment quantity is 100 units.\"},{\"candidate_id\":\"inventory-issue:013-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-06-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-06-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":6.7857,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":5,\"minimum_order_quantity\":10,\"net_available\":22,\"on_hand\":22,\"pack_size\":12,\"reorder_point\":39,\"reorder_quantity\":252,\"safety_stock\":5,\"sales_lookback_days\":14,\"sales_units\":95,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":263,\"validated_quantity\":252},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-07-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-013-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-07-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S013-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 22 against a reorder point of 39; the deterministic replenishment quantity is 252 units.\"},{\"candidate_id\":\"inventory-issue:013-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-07-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-07-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-08-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.6667,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":11,\"minimum_order_quantity\":24,\"net_available\":19,\"on_hand\":16,\"pack_size\":2,\"reorder_point\":64,\"reorder_quantity\":158,\"safety_stock\":12,\"sales_lookback_days\":30,\"sales_units\":140,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":176,\"validated_quantity\":158},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-08-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-013-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-08-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S013-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 19 against a reorder point of 64; the deterministic replenishment quantity is 158 units.\"},{\"candidate_id\":\"inventory-issue:013-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-08-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-08-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:013-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":18,\"minimum_order_quantity\":12,\"net_available\":20,\"on_hand\":18,\"pack_size\":1,\"reorder_point\":23,\"reorder_quantity\":12,\"safety_stock\":11,\"sales_lookback_days\":30,\"sales_units\":19,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":29,\"validated_quantity\":12},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:013-09-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-013-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-013-09-2:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S013-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:013-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 20 against a reorder point of 23; the deterministic replenishment quantity is 12 units.\"},{\"candidate_id\":\"inventory-issue:013-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-013-09-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S013-09-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_013","scenario_id":"positive_planning_013_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.6667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":10,\"net_available\":11,\"on_hand\":9,\"pack_size\":2,\"reorder_point\":12,\"reorder_quantity\":20,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":20,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":31,\"validated_quantity\":20},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 11 against a reorder point of 12; the deterministic replenishment quantity is 20 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.4,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":10,\"minimum_order_quantity\":12,\"net_available\":23,\"on_hand\":22,\"pack_size\":5,\"reorder_point\":24,\"reorder_quantity\":50,\"safety_stock\":0,\"sales_lookback_days\":30,\"sales_units\":72,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":70,\"validated_quantity\":50},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 23 against a reorder point of 24; the deterministic replenishment quantity is 50 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-02-0\",\"facts\":{\"committed\":4,\"daily_velocity\":2.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":6,\"minimum_order_quantity\":6,\"net_available\":-2,\"on_hand\":1,\"pack_size\":2,\"reorder_point\":16,\"reorder_quantity\":78,\"safety_stock\":0,\"sales_lookback_days\":14,\"sales_units\":36,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":75,\"validated_quantity\":78},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 16; the deterministic replenishment quantity is 78 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.2333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":16,\"minimum_order_quantity\":1,\"net_available\":7,\"on_hand\":9,\"pack_size\":6,\"reorder_point\":36,\"reorder_quantity\":84,\"safety_stock\":0,\"sales_lookback_days\":60,\"sales_units\":134,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":88,\"validated_quantity\":84},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 36; the deterministic replenishment quantity is 84 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-04-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.7667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":11,\"minimum_order_quantity\":10,\"net_available\":6,\"on_hand\":3,\"pack_size\":8,\"reorder_point\":72,\"reorder_quantity\":176,\"safety_stock\":8,\"sales_lookback_days\":30,\"sales_units\":173,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":181,\"validated_quantity\":176},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 6 against a reorder point of 72; the deterministic replenishment quantity is 176 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":10,\"minimum_order_quantity\":12,\"net_available\":1,\"on_hand\":0,\"pack_size\":12,\"reorder_point\":30,\"reorder_quantity\":132,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":36,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":131,\"validated_quantity\":132},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 1 against a reorder point of 30; the deterministic replenishment quantity is 132 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-06-0\",\"facts\":{\"committed\":2,\"daily_velocity\":8.3667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":15,\"minimum_order_quantity\":10,\"net_available\":46,\"on_hand\":45,\"pack_size\":5,\"reorder_point\":138,\"reorder_quantity\":295,\"safety_stock\":12,\"sales_lookback_days\":30,\"sales_units\":251,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":339,\"validated_quantity\":295},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 46 against a reorder point of 138; the deterministic replenishment quantity is 295 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.4,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":20,\"net_available\":2,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":9,\"reorder_quantity\":20,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":12,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":22,\"validated_quantity\":20},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 2 against a reorder point of 9; the deterministic replenishment quantity is 20 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-08-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.05,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":15,\"minimum_order_quantity\":24,\"net_available\":14,\"on_hand\":11,\"pack_size\":5,\"reorder_point\":50,\"reorder_quantity\":85,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":183,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":99,\"validated_quantity\":85},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 14 against a reorder point of 50; the deterministic replenishment quantity is 85 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:014-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.8,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"net_available\":14,\"on_hand\":11,\"pack_size\":6,\"reorder_point\":28,\"reorder_quantity\":96,\"safety_stock\":8,\"sales_lookback_days\":30,\"sales_units\":84,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":109,\"validated_quantity\":96},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:014-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 14 against a reorder point of 28; the deterministic replenishment quantity is 96 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_014","scenario_id":"positive_planning_014_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-00-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-015-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-01-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-015-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-02-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-015-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-03-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-015-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-04-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-015-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-05-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-015-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-015-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-07-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-015-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-08-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-015-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:015-09-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-015-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:015-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_015","scenario_id":"positive_planning_015_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-00-0:UNFULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S016-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-00-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-00-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-01-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S016-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-01-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-01-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-02-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S016-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-02-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-02-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-03-0:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S016-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-03-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-03-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-04-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S016-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-04-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-04-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-05-0:UNFULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S016-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-05-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-05-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-06-0:UNFULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S016-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-06-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-06-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-07-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S016-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-07-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-07-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-08-0:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S016-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-08-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-08-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-016-09-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S016-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-016-09-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S016-09-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_016","scenario_id":"positive_planning_016_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":11.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":4,\"minimum_order_quantity\":20,\"net_available\":31,\"on_hand\":27,\"pack_size\":8,\"reorder_point\":54,\"reorder_quantity\":320,\"safety_stock\":6,\"sales_lookback_days\":14,\"sales_units\":166,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":350,\"validated_quantity\":320},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-00-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-017-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 31 against a reorder point of 54; the deterministic replenishment quantity is 320 units.\"},{\"candidate_id\":\"inventory-issue:017-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-01-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.0,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":17,\"minimum_order_quantity\":1,\"net_available\":41,\"on_hand\":37,\"pack_size\":4,\"reorder_point\":43,\"reorder_quantity\":40,\"safety_stock\":9,\"sales_lookback_days\":30,\"sales_units\":60,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":81,\"validated_quantity\":40},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-01-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-017-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 41 against a reorder point of 43; the deterministic replenishment quantity is 40 units.\"},{\"candidate_id\":\"inventory-issue:017-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":10.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":12,\"minimum_order_quantity\":20,\"net_available\":13,\"on_hand\":13,\"pack_size\":1,\"reorder_point\":139,\"reorder_quantity\":278,\"safety_stock\":8,\"sales_lookback_days\":14,\"sales_units\":152,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":291,\"validated_quantity\":278},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-02-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-017-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 13 against a reorder point of 139; the deterministic replenishment quantity is 278 units.\"},{\"candidate_id\":\"inventory-issue:017-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-03-0\",\"facts\":{\"committed\":6,\"daily_velocity\":1.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":24,\"net_available\":-4,\"on_hand\":0,\"pack_size\":4,\"reorder_point\":10,\"reorder_quantity\":92,\"safety_stock\":3,\"sales_lookback_days\":30,\"sales_units\":49,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":85,\"validated_quantity\":92},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-03-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-017-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 10; the deterministic replenishment quantity is 92 units.\"},{\"candidate_id\":\"inventory-issue:017-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":0.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":10,\"minimum_order_quantity\":10,\"net_available\":15,\"on_hand\":12,\"pack_size\":1,\"reorder_point\":19,\"reorder_quantity\":28,\"safety_stock\":11,\"sales_lookback_days\":60,\"sales_units\":44,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":43,\"validated_quantity\":28},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-04-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-017-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 15 against a reorder point of 19; the deterministic replenishment quantity is 28 units.\"},{\"candidate_id\":\"inventory-issue:017-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-05-0\",\"facts\":{\"committed\":5,\"daily_velocity\":0.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":8,\"minimum_order_quantity\":6,\"net_available\":-1,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":12,\"reorder_quantity\":28,\"safety_stock\":6,\"sales_lookback_days\":60,\"sales_units\":38,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":27,\"validated_quantity\":28},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-05-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-017-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 12; the deterministic replenishment quantity is 28 units.\"},{\"candidate_id\":\"inventory-issue:017-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-06-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.7857,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":4,\"minimum_order_quantity\":24,\"net_available\":10,\"on_hand\":6,\"pack_size\":8,\"reorder_point\":28,\"reorder_quantity\":192,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":81,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":195,\"validated_quantity\":192},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-06-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-017-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 10 against a reorder point of 28; the deterministic replenishment quantity is 192 units.\"},{\"candidate_id\":\"inventory-issue:017-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-07-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.5,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":18,\"minimum_order_quantity\":10,\"net_available\":38,\"on_hand\":40,\"pack_size\":6,\"reorder_point\":47,\"reorder_quantity\":36,\"safety_stock\":2,\"sales_lookback_days\":60,\"sales_units\":150,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":72,\"validated_quantity\":36},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-07-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-017-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 38 against a reorder point of 47; the deterministic replenishment quantity is 36 units.\"},{\"candidate_id\":\"inventory-issue:017-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-08-0\",\"facts\":{\"committed\":0,\"daily_velocity\":6.3571,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":17,\"minimum_order_quantity\":24,\"net_available\":69,\"on_hand\":66,\"pack_size\":1,\"reorder_point\":111,\"reorder_quantity\":169,\"safety_stock\":2,\"sales_lookback_days\":14,\"sales_units\":89,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":238,\"validated_quantity\":169},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-08-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-017-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 69 against a reorder point of 111; the deterministic replenishment quantity is 169 units.\"},{\"candidate_id\":\"inventory-issue:017-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:017-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.3571,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":12,\"minimum_order_quantity\":20,\"net_available\":38,\"on_hand\":35,\"pack_size\":5,\"reorder_point\":43,\"reorder_quantity\":70,\"safety_stock\":2,\"sales_lookback_days\":14,\"sales_units\":47,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":107,\"validated_quantity\":70},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:017-09-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-017-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:017-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 38 against a reorder point of 43; the deterministic replenishment quantity is 70 units.\"},{\"candidate_id\":\"inventory-issue:017-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_017","scenario_id":"positive_planning_017_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":8.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":13,\"minimum_order_quantity\":24,\"net_available\":18,\"on_hand\":15,\"pack_size\":6,\"reorder_point\":106,\"reorder_quantity\":336,\"safety_stock\":0,\"sales_lookback_days\":14,\"sales_units\":114,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":351,\"validated_quantity\":336},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S018-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 18 against a reorder point of 106; the deterministic replenishment quantity is 336 units.\"},{\"candidate_id\":\"followup:order-018-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":4.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":6,\"net_available\":6,\"on_hand\":7,\"pack_size\":5,\"reorder_point\":27,\"reorder_quantity\":205,\"safety_stock\":10,\"sales_lookback_days\":14,\"sales_units\":58,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":209,\"validated_quantity\":205},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-01-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S018-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 6 against a reorder point of 27; the deterministic replenishment quantity is 205 units.\"},{\"candidate_id\":\"followup:order-018-01-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":1.0714,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":3,\"minimum_order_quantity\":20,\"net_available\":4,\"on_hand\":1,\"pack_size\":4,\"reorder_point\":13,\"reorder_quantity\":56,\"safety_stock\":9,\"sales_lookback_days\":14,\"sales_units\":15,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":58,\"validated_quantity\":56},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S018-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 4 against a reorder point of 13; the deterministic replenishment quantity is 56 units.\"},{\"candidate_id\":\"followup:order-018-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-03-0\",\"facts\":{\"committed\":5,\"daily_velocity\":3.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":14,\"minimum_order_quantity\":20,\"net_available\":-1,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":45,\"reorder_quantity\":78,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":92,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":76,\"validated_quantity\":78},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-03-1:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S018-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 45; the deterministic replenishment quantity is 78 units.\"},{\"candidate_id\":\"followup:order-018-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.2444,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":8,\"minimum_order_quantity\":6,\"net_available\":11,\"on_hand\":14,\"pack_size\":1,\"reorder_point\":18,\"reorder_quantity\":88,\"safety_stock\":0,\"sales_lookback_days\":45,\"sales_units\":101,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":99,\"validated_quantity\":88},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-04-1:UNFULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S018-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 11 against a reorder point of 18; the deterministic replenishment quantity is 88 units.\"},{\"candidate_id\":\"followup:order-018-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":17.7857,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":12,\"minimum_order_quantity\":6,\"net_available\":200,\"on_hand\":197,\"pack_size\":5,\"reorder_point\":219,\"reorder_quantity\":535,\"safety_stock\":5,\"sales_lookback_days\":14,\"sales_units\":249,\"supplier_configured\":true,\"target_coverage_days\":41,\"target_stock\":735,\"validated_quantity\":535},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-05-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S018-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 200 against a reorder point of 219; the deterministic replenishment quantity is 535 units.\"},{\"candidate_id\":\"followup:order-018-05-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-06-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.6222,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":12,\"net_available\":31,\"on_hand\":29,\"pack_size\":1,\"reorder_point\":50,\"reorder_quantity\":63,\"safety_stock\":2,\"sales_lookback_days\":45,\"sales_units\":118,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":94,\"validated_quantity\":63},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S018-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 31 against a reorder point of 50; the deterministic replenishment quantity is 63 units.\"},{\"candidate_id\":\"followup:order-018-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-07-0\",\"facts\":{\"committed\":8,\"daily_velocity\":0.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":6,\"minimum_order_quantity\":24,\"net_available\":-5,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":8,\"reorder_quantity\":46,\"safety_stock\":3,\"sales_lookback_days\":45,\"sales_units\":33,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":40,\"validated_quantity\":46},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-07-1:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S018-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 8; the deterministic replenishment quantity is 46 units.\"},{\"candidate_id\":\"followup:order-018-07-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-08-0\",\"facts\":{\"committed\":5,\"daily_velocity\":4.0167,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":3,\"minimum_order_quantity\":6,\"net_available\":-4,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":25,\"reorder_quantity\":180,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":241,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":173,\"validated_quantity\":180},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S018-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 25; the deterministic replenishment quantity is 180 units.\"},{\"candidate_id\":\"followup:order-018-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:018-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":13.3571,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":12,\"net_available\":3,\"on_hand\":3,\"pack_size\":2,\"reorder_point\":216,\"reorder_quantity\":548,\"safety_stock\":2,\"sales_lookback_days\":14,\"sales_units\":187,\"supplier_configured\":true,\"target_coverage_days\":41,\"target_stock\":550,\"validated_quantity\":548},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-018-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S018-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:018-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 216; the deterministic replenishment quantity is 548 units.\"},{\"candidate_id\":\"followup:order-018-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S018-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_018","scenario_id":"positive_planning_018_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-00-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-019-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S019-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-01-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-019-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-01-1:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S019-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-02-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-019-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S019-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-03-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-019-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-03-1:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S019-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-04-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-019-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-04-1:UNFULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S019-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-05-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-019-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-05-1:UNFULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S019-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-019-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-06-1:UNFULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S019-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-07-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-019-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S019-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-08-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-019-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S019-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:019-09-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-019-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-019-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S019-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:019-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-019-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S019-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_019","scenario_id":"positive_planning_019_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-00-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.2444,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":15,\"minimum_order_quantity\":20,\"net_available\":0,\"on_hand\":0,\"pack_size\":8,\"reorder_point\":37,\"reorder_quantity\":112,\"safety_stock\":3,\"sales_lookback_days\":45,\"sales_units\":101,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":109,\"validated_quantity\":112},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-020-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-00-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S020-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 37; the deterministic replenishment quantity is 112 units.\"},{\"candidate_id\":\"inventory-issue:020-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-00-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-00-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":10,\"net_available\":3,\"on_hand\":4,\"pack_size\":12,\"reorder_point\":33,\"reorder_quantity\":144,\"safety_stock\":12,\"sales_lookback_days\":45,\"sales_units\":228,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":144,\"validated_quantity\":144},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-01-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-020-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-01-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S020-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 33; the deterministic replenishment quantity is 144 units.\"},{\"candidate_id\":\"inventory-issue:020-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-01-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-01-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.1667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":6,\"minimum_order_quantity\":24,\"net_available\":20,\"on_hand\":18,\"pack_size\":12,\"reorder_point\":23,\"reorder_quantity\":72,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":190,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":84,\"validated_quantity\":72},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-02-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-020-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-02-2:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S020-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 20 against a reorder point of 23; the deterministic replenishment quantity is 72 units.\"},{\"candidate_id\":\"inventory-issue:020-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-02-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-02-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.0333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":20,\"net_available\":24,\"on_hand\":23,\"pack_size\":6,\"reorder_point\":29,\"reorder_quantity\":24,\"safety_stock\":10,\"sales_lookback_days\":60,\"sales_units\":62,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":47,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-03-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-020-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-03-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S020-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 24 against a reorder point of 29; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"inventory-issue:020-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-03-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-03-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":6.0,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":1,\"net_available\":7,\"on_hand\":8,\"pack_size\":1,\"reorder_point\":27,\"reorder_quantity\":218,\"safety_stock\":3,\"sales_lookback_days\":30,\"sales_units\":180,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":225,\"validated_quantity\":218},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-04-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-020-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-04-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S020-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 27; the deterministic replenishment quantity is 218 units.\"},{\"candidate_id\":\"inventory-issue:020-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-04-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-04-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-05-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.2857,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":10,\"net_available\":44,\"on_hand\":43,\"pack_size\":12,\"reorder_point\":72,\"reorder_quantity\":144,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":60,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":183,\"validated_quantity\":144},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-05-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-020-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-05-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S020-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 44 against a reorder point of 72; the deterministic replenishment quantity is 144 units.\"},{\"candidate_id\":\"inventory-issue:020-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-05-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-05-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-06-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.3667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":3,\"minimum_order_quantity\":12,\"net_available\":0,\"on_hand\":1,\"pack_size\":4,\"reorder_point\":6,\"reorder_quantity\":24,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":22,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":22,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-06-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-020-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-06-2:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S020-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 6; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"inventory-issue:020-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-06-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-06-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-07-0\",\"facts\":{\"committed\":4,\"daily_velocity\":1.4,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":10,\"minimum_order_quantity\":24,\"net_available\":0,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":19,\"reorder_quantity\":52,\"safety_stock\":5,\"sales_lookback_days\":30,\"sales_units\":42,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":52,\"validated_quantity\":52},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-07-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-020-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-07-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S020-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 19; the deterministic replenishment quantity is 52 units.\"},{\"candidate_id\":\"inventory-issue:020-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-07-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-07-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-08-0\",\"facts\":{\"committed\":5,\"daily_velocity\":2.4889,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":5,\"minimum_order_quantity\":1,\"net_available\":-1,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":13,\"reorder_quantity\":126,\"safety_stock\":0,\"sales_lookback_days\":45,\"sales_units\":112,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":125,\"validated_quantity\":126},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-08-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-020-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-08-2:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S020-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 13; the deterministic replenishment quantity is 126 units.\"},{\"candidate_id\":\"inventory-issue:020-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-08-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-08-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:020-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.4167,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":11,\"minimum_order_quantity\":1,\"net_available\":20,\"on_hand\":18,\"pack_size\":12,\"reorder_point\":32,\"reorder_quantity\":84,\"safety_stock\":5,\"sales_lookback_days\":60,\"sales_units\":145,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":102,\"validated_quantity\":84},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:020-09-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-020-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-020-09-2:UNFULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S020-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:020-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 20 against a reorder point of 32; the deterministic replenishment quantity is 84 units.\"},{\"candidate_id\":\"inventory-issue:020-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-020-09-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S020-09-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_020","scenario_id":"positive_planning_020_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":12,\"minimum_order_quantity\":20,\"net_available\":7,\"on_hand\":7,\"pack_size\":4,\"reorder_point\":35,\"reorder_quantity\":80,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":82,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":87,\"validated_quantity\":80},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 35; the deterministic replenishment quantity is 80 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-01-0\",\"facts\":{\"committed\":1,\"daily_velocity\":13.0,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":10,\"minimum_order_quantity\":12,\"net_available\":15,\"on_hand\":15,\"pack_size\":12,\"reorder_point\":142,\"reorder_quantity\":444,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":182,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":454,\"validated_quantity\":444},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 15 against a reorder point of 142; the deterministic replenishment quantity is 444 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.6667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":9,\"minimum_order_quantity\":10,\"net_available\":18,\"on_hand\":16,\"pack_size\":12,\"reorder_point\":33,\"reorder_quantity\":84,\"safety_stock\":0,\"sales_lookback_days\":60,\"sales_units\":220,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":96,\"validated_quantity\":84},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 18 against a reorder point of 33; the deterministic replenishment quantity is 84 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":9.9286,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":6,\"minimum_order_quantity\":12,\"net_available\":21,\"on_hand\":20,\"pack_size\":4,\"reorder_point\":69,\"reorder_quantity\":468,\"safety_stock\":9,\"sales_lookback_days\":14,\"sales_units\":139,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":486,\"validated_quantity\":468},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 21 against a reorder point of 69; the deterministic replenishment quantity is 468 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.3556,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":7,\"minimum_order_quantity\":6,\"net_available\":16,\"on_hand\":15,\"pack_size\":12,\"reorder_point\":39,\"reorder_quantity\":156,\"safety_stock\":8,\"sales_lookback_days\":45,\"sales_units\":196,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":165,\"validated_quantity\":156},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 16 against a reorder point of 39; the deterministic replenishment quantity is 156 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":5.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":8,\"minimum_order_quantity\":20,\"net_available\":3,\"on_hand\":2,\"pack_size\":2,\"reorder_point\":58,\"reorder_quantity\":164,\"safety_stock\":12,\"sales_lookback_days\":30,\"sales_units\":172,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":167,\"validated_quantity\":164},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 58; the deterministic replenishment quantity is 164 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-06-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.5,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":12,\"net_available\":22,\"on_hand\":20,\"pack_size\":1,\"reorder_point\":80,\"reorder_quantity\":171,\"safety_stock\":8,\"sales_lookback_days\":30,\"sales_units\":135,\"supplier_configured\":true,\"target_coverage_days\":41,\"target_stock\":193,\"validated_quantity\":171},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 22 against a reorder point of 80; the deterministic replenishment quantity is 171 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.6,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":11,\"minimum_order_quantity\":1,\"net_available\":47,\"on_hand\":45,\"pack_size\":1,\"reorder_point\":51,\"reorder_quantity\":76,\"safety_stock\":11,\"sales_lookback_days\":30,\"sales_units\":108,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":123,\"validated_quantity\":76},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 47 against a reorder point of 51; the deterministic replenishment quantity is 76 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-08-0\",\"facts\":{\"committed\":1,\"daily_velocity\":0.4167,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":8,\"minimum_order_quantity\":6,\"net_available\":2,\"on_hand\":2,\"pack_size\":8,\"reorder_point\":10,\"reorder_quantity\":24,\"safety_stock\":6,\"sales_lookback_days\":60,\"sales_units\":25,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":23,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 2 against a reorder point of 10; the deterministic replenishment quantity is 24 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:021-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":4.2143,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":24,\"net_available\":8,\"on_hand\":8,\"pack_size\":5,\"reorder_point\":17,\"reorder_quantity\":135,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":59,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":139,\"validated_quantity\":135},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:021-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 8 against a reorder point of 17; the deterministic replenishment quantity is 135 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_021","scenario_id":"positive_planning_021_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-00-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-022-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-022-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-02-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-022-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-03-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-022-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-04-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-022-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-05-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-022-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-06-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-022-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-07-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-022-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-08-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-022-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:022-09-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-022-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:022-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_022","scenario_id":"positive_planning_022_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-00-0:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S023-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-00-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-00-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-01-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S023-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-01-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-01-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-02-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S023-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-02-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-02-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-03-0:UNFULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S023-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-03-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-03-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-04-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S023-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-04-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-04-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-05-0:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S023-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-05-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-05-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-06-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S023-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-06-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-06-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-07-0:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S023-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-07-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-07-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-08-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S023-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-08-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-08-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-023-09-0:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S023-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-023-09-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S023-09-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_023","scenario_id":"positive_planning_023_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-00-0\",\"facts\":{\"committed\":2,\"daily_velocity\":3.1111,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":5,\"minimum_order_quantity\":12,\"net_available\":7,\"on_hand\":6,\"pack_size\":4,\"reorder_point\":24,\"reorder_quantity\":120,\"safety_stock\":8,\"sales_lookback_days\":45,\"sales_units\":140,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":124,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-024-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 24; the deterministic replenishment quantity is 120 units.\"},{\"candidate_id\":\"inventory-issue:024-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":3.25,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":17,\"minimum_order_quantity\":20,\"net_available\":43,\"on_hand\":44,\"pack_size\":2,\"reorder_point\":66,\"reorder_quantity\":114,\"safety_stock\":10,\"sales_lookback_days\":60,\"sales_units\":195,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":157,\"validated_quantity\":114},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-01-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-024-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 43 against a reorder point of 66; the deterministic replenishment quantity is 114 units.\"},{\"candidate_id\":\"inventory-issue:024-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.8167,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":24,\"net_available\":5,\"on_hand\":5,\"pack_size\":5,\"reorder_point\":25,\"reorder_quantity\":75,\"safety_stock\":5,\"sales_lookback_days\":60,\"sales_units\":169,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":79,\"validated_quantity\":75},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-02-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-024-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 5 against a reorder point of 25; the deterministic replenishment quantity is 75 units.\"},{\"candidate_id\":\"inventory-issue:024-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-03-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.6833,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":16,\"minimum_order_quantity\":1,\"net_available\":29,\"on_hand\":26,\"pack_size\":12,\"reorder_point\":55,\"reorder_quantity\":72,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":161,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":93,\"validated_quantity\":72},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-03-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-024-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 29 against a reorder point of 55; the deterministic replenishment quantity is 72 units.\"},{\"candidate_id\":\"inventory-issue:024-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-04-0\",\"facts\":{\"committed\":2,\"daily_velocity\":18.0,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":5,\"minimum_order_quantity\":20,\"net_available\":53,\"on_hand\":51,\"pack_size\":1,\"reorder_point\":99,\"reorder_quantity\":478,\"safety_stock\":9,\"sales_lookback_days\":14,\"sales_units\":252,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":531,\"validated_quantity\":478},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-04-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-024-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 53 against a reorder point of 99; the deterministic replenishment quantity is 478 units.\"},{\"candidate_id\":\"inventory-issue:024-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.0,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":10,\"minimum_order_quantity\":20,\"net_available\":24,\"on_hand\":24,\"pack_size\":8,\"reorder_point\":32,\"reorder_quantity\":88,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":28,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":106,\"validated_quantity\":88},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-05-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-024-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 24 against a reorder point of 32; the deterministic replenishment quantity is 88 units.\"},{\"candidate_id\":\"inventory-issue:024-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-06-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":12,\"minimum_order_quantity\":1,\"net_available\":4,\"on_hand\":2,\"pack_size\":6,\"reorder_point\":35,\"reorder_quantity\":108,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":93,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":112,\"validated_quantity\":108},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-06-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-024-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 4 against a reorder point of 35; the deterministic replenishment quantity is 108 units.\"},{\"candidate_id\":\"inventory-issue:024-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-07-0\",\"facts\":{\"committed\":3,\"daily_velocity\":15.4286,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":11,\"minimum_order_quantity\":10,\"net_available\":78,\"on_hand\":80,\"pack_size\":12,\"reorder_point\":179,\"reorder_quantity\":696,\"safety_stock\":9,\"sales_lookback_days\":14,\"sales_units\":216,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":765,\"validated_quantity\":696},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-07-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-024-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 78 against a reorder point of 179; the deterministic replenishment quantity is 696 units.\"},{\"candidate_id\":\"inventory-issue:024-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.0333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":5,\"minimum_order_quantity\":20,\"net_available\":22,\"on_hand\":23,\"pack_size\":5,\"reorder_point\":36,\"reorder_quantity\":135,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":151,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":156,\"validated_quantity\":135},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-08-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-024-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 22 against a reorder point of 36; the deterministic replenishment quantity is 135 units.\"},{\"candidate_id\":\"inventory-issue:024-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:024-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.4444,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":11,\"minimum_order_quantity\":10,\"net_available\":2,\"on_hand\":0,\"pack_size\":4,\"reorder_point\":26,\"reorder_quantity\":64,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":65,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":64,\"validated_quantity\":64},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:024-09-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-024-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:024-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 26; the deterministic replenishment quantity is 64 units.\"},{\"candidate_id\":\"inventory-issue:024-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_024","scenario_id":"positive_planning_024_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.3571,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":12,\"minimum_order_quantity\":12,\"net_available\":3,\"on_hand\":0,\"pack_size\":8,\"reorder_point\":42,\"reorder_quantity\":136,\"safety_stock\":1,\"sales_lookback_days\":14,\"sales_units\":47,\"supplier_configured\":true,\"target_coverage_days\":41,\"target_stock\":139,\"validated_quantity\":136},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-00-1:UNFULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S025-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 42; the deterministic replenishment quantity is 136 units.\"},{\"candidate_id\":\"followup:order-025-00-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.5333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":15,\"minimum_order_quantity\":6,\"net_available\":25,\"on_hand\":27,\"pack_size\":1,\"reorder_point\":46,\"reorder_quantity\":82,\"safety_stock\":8,\"sales_lookback_days\":45,\"sales_units\":114,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":107,\"validated_quantity\":82},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-01-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S025-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 25 against a reorder point of 46; the deterministic replenishment quantity is 82 units.\"},{\"candidate_id\":\"followup:order-025-01-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.2833,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":24,\"net_available\":39,\"on_hand\":37,\"pack_size\":6,\"reorder_point\":52,\"reorder_quantity\":54,\"safety_stock\":6,\"sales_lookback_days\":60,\"sales_units\":197,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":89,\"validated_quantity\":54},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-02-1:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S025-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 39 against a reorder point of 52; the deterministic replenishment quantity is 54 units.\"},{\"candidate_id\":\"followup:order-025-02-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.8667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":10,\"minimum_order_quantity\":24,\"net_available\":6,\"on_hand\":8,\"pack_size\":4,\"reorder_point\":14,\"reorder_quantity\":28,\"safety_stock\":5,\"sales_lookback_days\":45,\"sales_units\":39,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":34,\"validated_quantity\":28},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-03-1:UNFULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S025-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 6 against a reorder point of 14; the deterministic replenishment quantity is 28 units.\"},{\"candidate_id\":\"followup:order-025-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.6429,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":12,\"minimum_order_quantity\":10,\"net_available\":2,\"on_hand\":3,\"pack_size\":8,\"reorder_point\":53,\"reorder_quantity\":136,\"safety_stock\":9,\"sales_lookback_days\":14,\"sales_units\":51,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":133,\"validated_quantity\":136},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S025-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 53; the deterministic replenishment quantity is 136 units.\"},{\"candidate_id\":\"followup:order-025-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.2667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":10,\"net_available\":18,\"on_hand\":16,\"pack_size\":1,\"reorder_point\":87,\"reorder_quantity\":197,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":128,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":215,\"validated_quantity\":197},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-05-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S025-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 18 against a reorder point of 87; the deterministic replenishment quantity is 197 units.\"},{\"candidate_id\":\"followup:order-025-05-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":1.6167,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":1,\"net_available\":7,\"on_hand\":5,\"pack_size\":6,\"reorder_point\":42,\"reorder_quantity\":66,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":97,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":69,\"validated_quantity\":66},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-06-1:UNFULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S025-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 42; the deterministic replenishment quantity is 66 units.\"},{\"candidate_id\":\"followup:order-025-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-07-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.9833,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":10,\"net_available\":-1,\"on_hand\":0,\"pack_size\":12,\"reorder_point\":18,\"reorder_quantity\":180,\"safety_stock\":6,\"sales_lookback_days\":60,\"sales_units\":239,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":178,\"validated_quantity\":180},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S025-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 18; the deterministic replenishment quantity is 180 units.\"},{\"candidate_id\":\"followup:order-025-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-08-0\",\"facts\":{\"committed\":0,\"daily_velocity\":1.2857,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":5,\"minimum_order_quantity\":20,\"net_available\":7,\"on_hand\":6,\"pack_size\":5,\"reorder_point\":19,\"reorder_quantity\":60,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":18,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":64,\"validated_quantity\":60},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S025-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 19; the deterministic replenishment quantity is 60 units.\"},{\"candidate_id\":\"followup:order-025-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:025-09-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.25,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":12,\"minimum_order_quantity\":12,\"net_available\":13,\"on_hand\":16,\"pack_size\":12,\"reorder_point\":29,\"reorder_quantity\":96,\"safety_stock\":2,\"sales_lookback_days\":60,\"sales_units\":135,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":104,\"validated_quantity\":96},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-025-09-1:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S025-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:025-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 13 against a reorder point of 29; the deterministic replenishment quantity is 96 units.\"},{\"candidate_id\":\"followup:order-025-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S025-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_025","scenario_id":"positive_planning_025_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-00-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-026-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-00-1:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S026-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-00-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-01-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-026-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-01-1:UNFULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S026-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-02-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-026-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-02-1:UNFULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S026-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-02-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-03-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-026-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S026-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-04-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-026-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S026-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-05-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-026-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-05-1:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S026-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-026-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-06-1:UNFULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S026-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-07-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-026-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S026-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-08-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-026-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-08-1:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S026-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-08-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:026-09-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-026-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-026-09-1:UNFULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S026-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:026-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-026-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S026-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_026","scenario_id":"positive_planning_026_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-00-0\",\"facts\":{\"committed\":2,\"daily_velocity\":4.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":12,\"net_available\":0,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":17,\"reorder_quantity\":230,\"safety_stock\":2,\"sales_lookback_days\":45,\"sales_units\":213,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":230,\"validated_quantity\":230},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-027-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-00-2:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S027-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 17; the deterministic replenishment quantity is 230 units.\"},{\"candidate_id\":\"inventory-issue:027-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-00-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-00-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.35,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":15,\"minimum_order_quantity\":1,\"net_available\":2,\"on_hand\":2,\"pack_size\":5,\"reorder_point\":32,\"reorder_quantity\":75,\"safety_stock\":11,\"sales_lookback_days\":60,\"sales_units\":81,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":75,\"validated_quantity\":75},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-01-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-027-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-01-2:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S027-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 32; the deterministic replenishment quantity is 75 units.\"},{\"candidate_id\":\"inventory-issue:027-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-01-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-01-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-02-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.5167,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":11,\"minimum_order_quantity\":20,\"net_available\":31,\"on_hand\":33,\"pack_size\":2,\"reorder_point\":39,\"reorder_quantity\":136,\"safety_stock\":0,\"sales_lookback_days\":60,\"sales_units\":211,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":166,\"validated_quantity\":136},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-02-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-027-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-02-2:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S027-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 31 against a reorder point of 39; the deterministic replenishment quantity is 136 units.\"},{\"candidate_id\":\"inventory-issue:027-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-02-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-02-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-03-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.4,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":1,\"net_available\":1,\"on_hand\":0,\"pack_size\":1,\"reorder_point\":46,\"reorder_quantity\":272,\"safety_stock\":8,\"sales_lookback_days\":30,\"sales_units\":162,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":273,\"validated_quantity\":272},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-03-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-027-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-03-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S027-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 1 against a reorder point of 46; the deterministic replenishment quantity is 272 units.\"},{\"candidate_id\":\"inventory-issue:027-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-03-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-03-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":8,\"minimum_order_quantity\":12,\"net_available\":0,\"on_hand\":2,\"pack_size\":1,\"reorder_point\":22,\"reorder_quantity\":79,\"safety_stock\":8,\"sales_lookback_days\":30,\"sales_units\":49,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":79,\"validated_quantity\":79},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-04-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-027-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-04-2:UNFULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S027-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 22; the deterministic replenishment quantity is 79 units.\"},{\"candidate_id\":\"inventory-issue:027-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-04-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-04-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":5.0,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"net_available\":26,\"on_hand\":26,\"pack_size\":2,\"reorder_point\":46,\"reorder_quantity\":226,\"safety_stock\":11,\"sales_lookback_days\":30,\"sales_units\":150,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":251,\"validated_quantity\":226},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-05-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-027-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-05-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S027-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 26 against a reorder point of 46; the deterministic replenishment quantity is 226 units.\"},{\"candidate_id\":\"inventory-issue:027-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-05-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-05-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":5.5778,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":10,\"net_available\":53,\"on_hand\":51,\"pack_size\":6,\"reorder_point\":112,\"reorder_quantity\":216,\"safety_stock\":11,\"sales_lookback_days\":45,\"sales_units\":251,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":268,\"validated_quantity\":216},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-06-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-027-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-06-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S027-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 53 against a reorder point of 112; the deterministic replenishment quantity is 216 units.\"},{\"candidate_id\":\"inventory-issue:027-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-06-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-06-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":1.6833,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":9,\"minimum_order_quantity\":20,\"net_available\":9,\"on_hand\":9,\"pack_size\":2,\"reorder_point\":27,\"reorder_quantity\":46,\"safety_stock\":11,\"sales_lookback_days\":60,\"sales_units\":101,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":55,\"validated_quantity\":46},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-07-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-027-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-07-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S027-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 9 against a reorder point of 27; the deterministic replenishment quantity is 46 units.\"},{\"candidate_id\":\"inventory-issue:027-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-07-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-07-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-08-0\",\"facts\":{\"committed\":5,\"daily_velocity\":0.3,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":11,\"minimum_order_quantity\":24,\"net_available\":-3,\"on_hand\":0,\"pack_size\":12,\"reorder_point\":8,\"reorder_quantity\":24,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":18,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":19,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-08-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-027-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-08-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S027-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 8; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"inventory-issue:027-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-08-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-08-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:027-09-0\",\"facts\":{\"committed\":3,\"daily_velocity\":4.0833,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":9,\"minimum_order_quantity\":10,\"net_available\":28,\"on_hand\":27,\"pack_size\":6,\"reorder_point\":48,\"reorder_quantity\":174,\"safety_stock\":11,\"sales_lookback_days\":60,\"sales_units\":245,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":199,\"validated_quantity\":174},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:027-09-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-027-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-027-09-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S027-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:027-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 28 against a reorder point of 48; the deterministic replenishment quantity is 174 units.\"},{\"candidate_id\":\"inventory-issue:027-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-027-09-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S027-09-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_027","scenario_id":"positive_planning_027_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-00-0\",\"facts\":{\"committed\":5,\"daily_velocity\":4.2,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":11,\"minimum_order_quantity\":12,\"net_available\":-2,\"on_hand\":2,\"pack_size\":4,\"reorder_point\":51,\"reorder_quantity\":144,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":252,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":139,\"validated_quantity\":144},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 51; the deterministic replenishment quantity is 144 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-01-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.9167,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":6,\"minimum_order_quantity\":12,\"net_available\":1,\"on_hand\":2,\"pack_size\":1,\"reorder_point\":22,\"reorder_quantity\":97,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":175,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":98,\"validated_quantity\":97},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 1 against a reorder point of 22; the deterministic replenishment quantity is 97 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.35,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":1,\"net_available\":13,\"on_hand\":11,\"pack_size\":1,\"reorder_point\":14,\"reorder_quantity\":104,\"safety_stock\":6,\"sales_lookback_days\":60,\"sales_units\":141,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":117,\"validated_quantity\":104},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 13 against a reorder point of 14; the deterministic replenishment quantity is 104 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-03-0\",\"facts\":{\"committed\":5,\"daily_velocity\":5.1333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":4,\"minimum_order_quantity\":12,\"net_available\":-3,\"on_hand\":1,\"pack_size\":8,\"reorder_point\":21,\"reorder_quantity\":256,\"safety_stock\":0,\"sales_lookback_days\":45,\"sales_units\":231,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":252,\"validated_quantity\":256},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 21; the deterministic replenishment quantity is 256 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-04-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":10,\"minimum_order_quantity\":20,\"net_available\":8,\"on_hand\":6,\"pack_size\":6,\"reorder_point\":17,\"reorder_quantity\":24,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":8,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":25,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 8 against a reorder point of 17; the deterministic replenishment quantity is 24 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.5833,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":15,\"minimum_order_quantity\":10,\"net_available\":0,\"on_hand\":1,\"pack_size\":4,\"reorder_point\":25,\"reorder_quantity\":44,\"safety_stock\":1,\"sales_lookback_days\":60,\"sales_units\":95,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":41,\"validated_quantity\":44},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 25; the deterministic replenishment quantity is 44 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-06-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.3667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":15,\"minimum_order_quantity\":12,\"net_available\":19,\"on_hand\":19,\"pack_size\":12,\"reorder_point\":30,\"reorder_quantity\":48,\"safety_stock\":9,\"sales_lookback_days\":60,\"sales_units\":82,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":59,\"validated_quantity\":48},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 19 against a reorder point of 30; the deterministic replenishment quantity is 48 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-07-0\",\"facts\":{\"committed\":4,\"daily_velocity\":1.4,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":8,\"minimum_order_quantity\":20,\"net_available\":-1,\"on_hand\":3,\"pack_size\":5,\"reorder_point\":12,\"reorder_quantity\":50,\"safety_stock\":0,\"sales_lookback_days\":30,\"sales_units\":42,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":47,\"validated_quantity\":50},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 12; the deterministic replenishment quantity is 50 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.0,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":11,\"minimum_order_quantity\":10,\"net_available\":2,\"on_hand\":3,\"pack_size\":8,\"reorder_point\":16,\"reorder_quantity\":40,\"safety_stock\":5,\"sales_lookback_days\":14,\"sales_units\":14,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":41,\"validated_quantity\":40},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 16; the deterministic replenishment quantity is 40 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:028-09-0\",\"facts\":{\"committed\":5,\"daily_velocity\":0.5111,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":12,\"net_available\":-3,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":3,\"reorder_quantity\":24,\"safety_stock\":0,\"sales_lookback_days\":45,\"sales_units\":23,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":20,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:028-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 3; the deterministic replenishment quantity is 24 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_028","scenario_id":"positive_planning_028_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-00-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-029-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-01-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-029-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-02-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-029-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-03-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-029-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-04-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-029-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-05-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-029-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-029-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-07-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-029-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-08-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-029-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:029-09-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-029-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:029-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_029","scenario_id":"positive_planning_029_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-00-0:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S030-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-00-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-00-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-01-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S030-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-01-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-01-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-02-0:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S030-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-02-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-02-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-03-0:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S030-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-03-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-03-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-04-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S030-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-04-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-04-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-05-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S030-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-05-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-05-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-06-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S030-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-06-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-06-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-07-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S030-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-07-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-07-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-08-0:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S030-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-08-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-08-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-030-09-0:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S030-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-030-09-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S030-09-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_030","scenario_id":"positive_planning_030_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":6.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":17,\"minimum_order_quantity\":24,\"net_available\":51,\"on_hand\":50,\"pack_size\":4,\"reorder_point\":122,\"reorder_quantity\":172,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":202,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":223,\"validated_quantity\":172},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-031-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 51 against a reorder point of 122; the deterministic replenishment quantity is 172 units.\"},{\"candidate_id\":\"inventory-issue:031-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":7.1,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":15,\"minimum_order_quantity\":20,\"net_available\":103,\"on_hand\":104,\"pack_size\":2,\"reorder_point\":110,\"reorder_quantity\":142,\"safety_stock\":3,\"sales_lookback_days\":30,\"sales_units\":213,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":245,\"validated_quantity\":142},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-01-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-031-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 103 against a reorder point of 110; the deterministic replenishment quantity is 142 units.\"},{\"candidate_id\":\"inventory-issue:031-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.3,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":10,\"net_available\":5,\"on_hand\":4,\"pack_size\":1,\"reorder_point\":6,\"reorder_quantity\":10,\"safety_stock\":3,\"sales_lookback_days\":60,\"sales_units\":18,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":11,\"validated_quantity\":10},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-02-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-031-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 5 against a reorder point of 6; the deterministic replenishment quantity is 10 units.\"},{\"candidate_id\":\"inventory-issue:031-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-03-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.1,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":12,\"net_available\":18,\"on_hand\":19,\"pack_size\":8,\"reorder_point\":27,\"reorder_quantity\":24,\"safety_stock\":9,\"sales_lookback_days\":60,\"sales_units\":66,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":38,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-03-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-031-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 18 against a reorder point of 27; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"inventory-issue:031-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.1556,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":10,\"net_available\":16,\"on_hand\":19,\"pack_size\":8,\"reorder_point\":83,\"reorder_quantity\":216,\"safety_stock\":5,\"sales_lookback_days\":45,\"sales_units\":232,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":227,\"validated_quantity\":216},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-04-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-031-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 16 against a reorder point of 83; the deterministic replenishment quantity is 216 units.\"},{\"candidate_id\":\"inventory-issue:031-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.9,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":6,\"net_available\":47,\"on_hand\":48,\"pack_size\":8,\"reorder_point\":113,\"reorder_quantity\":208,\"safety_stock\":6,\"sales_lookback_days\":30,\"sales_units\":177,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":254,\"validated_quantity\":208},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-05-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-031-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 47 against a reorder point of 113; the deterministic replenishment quantity is 208 units.\"},{\"candidate_id\":\"inventory-issue:031-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":8.4286,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":9,\"minimum_order_quantity\":6,\"net_available\":65,\"on_hand\":65,\"pack_size\":2,\"reorder_point\":83,\"reorder_quantity\":222,\"safety_stock\":7,\"sales_lookback_days\":14,\"sales_units\":118,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":286,\"validated_quantity\":222},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-06-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-031-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 65 against a reorder point of 83; the deterministic replenishment quantity is 222 units.\"},{\"candidate_id\":\"inventory-issue:031-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-07-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.9667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":5,\"minimum_order_quantity\":6,\"net_available\":2,\"on_hand\":3,\"pack_size\":12,\"reorder_point\":14,\"reorder_quantity\":72,\"safety_stock\":4,\"sales_lookback_days\":30,\"sales_units\":59,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":63,\"validated_quantity\":72},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-07-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-031-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 14; the deterministic replenishment quantity is 72 units.\"},{\"candidate_id\":\"inventory-issue:031-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":4.7778,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":17,\"minimum_order_quantity\":10,\"net_available\":19,\"on_hand\":21,\"pack_size\":8,\"reorder_point\":87,\"reorder_quantity\":144,\"safety_stock\":5,\"sales_lookback_days\":45,\"sales_units\":215,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":163,\"validated_quantity\":144},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-08-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-031-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 19 against a reorder point of 87; the deterministic replenishment quantity is 144 units.\"},{\"candidate_id\":\"inventory-issue:031-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:031-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":14.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":6,\"minimum_order_quantity\":20,\"net_available\":27,\"on_hand\":26,\"pack_size\":8,\"reorder_point\":95,\"reorder_quantity\":480,\"safety_stock\":7,\"sales_lookback_days\":14,\"sales_units\":204,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":503,\"validated_quantity\":480},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:031-09-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-031-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:031-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 27 against a reorder point of 95; the deterministic replenishment quantity is 480 units.\"},{\"candidate_id\":\"inventory-issue:031-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_031","scenario_id":"positive_planning_031_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-00-0\",\"facts\":{\"committed\":2,\"daily_velocity\":6.6,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":8,\"minimum_order_quantity\":1,\"net_available\":5,\"on_hand\":5,\"pack_size\":6,\"reorder_point\":65,\"reorder_quantity\":222,\"safety_stock\":12,\"sales_lookback_days\":30,\"sales_units\":198,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":224,\"validated_quantity\":222},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S032-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 5 against a reorder point of 65; the deterministic replenishment quantity is 222 units.\"},{\"candidate_id\":\"followup:order-032-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.3111,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":17,\"minimum_order_quantity\":10,\"net_available\":83,\"on_hand\":83,\"pack_size\":4,\"reorder_point\":91,\"reorder_quantity\":64,\"safety_stock\":0,\"sales_lookback_days\":45,\"sales_units\":239,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":144,\"validated_quantity\":64},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-01-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S032-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 83 against a reorder point of 91; the deterministic replenishment quantity is 64 units.\"},{\"candidate_id\":\"followup:order-032-01-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.7143,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":6,\"net_available\":15,\"on_hand\":16,\"pack_size\":12,\"reorder_point\":43,\"reorder_quantity\":72,\"safety_stock\":2,\"sales_lookback_days\":14,\"sales_units\":38,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":84,\"validated_quantity\":72},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S032-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 15 against a reorder point of 43; the deterministic replenishment quantity is 72 units.\"},{\"candidate_id\":\"followup:order-032-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":4.2333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":8,\"minimum_order_quantity\":24,\"net_available\":23,\"on_hand\":25,\"pack_size\":8,\"reorder_point\":43,\"reorder_quantity\":144,\"safety_stock\":9,\"sales_lookback_days\":60,\"sales_units\":254,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":162,\"validated_quantity\":144},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-03-1:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S032-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 23 against a reorder point of 43; the deterministic replenishment quantity is 144 units.\"},{\"candidate_id\":\"followup:order-032-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-04-0\",\"facts\":{\"committed\":9,\"daily_velocity\":0.2667,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":6,\"minimum_order_quantity\":20,\"net_available\":-5,\"on_hand\":0,\"pack_size\":12,\"reorder_point\":3,\"reorder_quantity\":24,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":8,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":12,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S032-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 3; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"followup:order-032-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.6,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":9,\"minimum_order_quantity\":12,\"net_available\":15,\"on_hand\":15,\"pack_size\":4,\"reorder_point\":47,\"reorder_quantity\":116,\"safety_stock\":5,\"sales_lookback_days\":30,\"sales_units\":138,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":130,\"validated_quantity\":116},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-05-1:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S032-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 15 against a reorder point of 47; the deterministic replenishment quantity is 116 units.\"},{\"candidate_id\":\"followup:order-032-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-06-0\",\"facts\":{\"committed\":3,\"daily_velocity\":12.2857,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":6,\"minimum_order_quantity\":1,\"net_available\":56,\"on_hand\":55,\"pack_size\":12,\"reorder_point\":78,\"reorder_quantity\":252,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":172,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":299,\"validated_quantity\":252},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-06-1:UNFULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S032-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 56 against a reorder point of 78; the deterministic replenishment quantity is 252 units.\"},{\"candidate_id\":\"followup:order-032-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-07-0\",\"facts\":{\"committed\":9,\"daily_velocity\":0.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":10,\"minimum_order_quantity\":20,\"net_available\":-5,\"on_hand\":0,\"pack_size\":8,\"reorder_point\":20,\"reorder_quantity\":56,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":12,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":48,\"validated_quantity\":56},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S032-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 20; the deterministic replenishment quantity is 56 units.\"},{\"candidate_id\":\"followup:order-032-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-08-0\",\"facts\":{\"committed\":6,\"daily_velocity\":6.1333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":5,\"minimum_order_quantity\":6,\"net_available\":-2,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":41,\"reorder_quantity\":290,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":184,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":286,\"validated_quantity\":290},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S032-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 41; the deterministic replenishment quantity is 290 units.\"},{\"candidate_id\":\"followup:order-032-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:032-09-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.2333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":16,\"minimum_order_quantity\":20,\"net_available\":14,\"on_hand\":14,\"pack_size\":5,\"reorder_point\":22,\"reorder_quantity\":40,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":37,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":51,\"validated_quantity\":40},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-032-09-1:UNFULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S032-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:032-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 14 against a reorder point of 22; the deterministic replenishment quantity is 40 units.\"},{\"candidate_id\":\"followup:order-032-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S032-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_032","scenario_id":"positive_planning_032_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-00-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-033-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S033-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-033-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-01-1:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S033-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-02-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-033-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S033-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-03-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-033-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-03-1:UNFULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S033-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-04-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-033-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S033-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-05-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-033-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-05-1:UNFULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S033-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-033-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S033-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-07-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-033-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-07-1:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S033-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-07-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-08-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-033-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-08-1:UNFULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S033-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-08-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:033-09-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-033-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-033-09-1:UNFULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S033-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:033-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-033-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S033-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_033","scenario_id":"positive_planning_033_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.3333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":10,\"minimum_order_quantity\":6,\"net_available\":44,\"on_hand\":44,\"pack_size\":12,\"reorder_point\":45,\"reorder_quantity\":84,\"safety_stock\":11,\"sales_lookback_days\":45,\"sales_units\":150,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":118,\"validated_quantity\":84},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-00-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-034-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-00-2:UNFULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S034-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 44 against a reorder point of 45; the deterministic replenishment quantity is 84 units.\"},{\"candidate_id\":\"inventory-issue:034-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-00-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-00-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-01-0\",\"facts\":{\"committed\":1,\"daily_velocity\":5.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":1,\"net_available\":42,\"on_hand\":42,\"pack_size\":2,\"reorder_point\":45,\"reorder_quantity\":166,\"safety_stock\":5,\"sales_lookback_days\":30,\"sales_units\":169,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":208,\"validated_quantity\":166},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-01-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-034-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-01-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S034-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 42 against a reorder point of 45; the deterministic replenishment quantity is 166 units.\"},{\"candidate_id\":\"inventory-issue:034-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-01-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-01-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.9556,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":8,\"minimum_order_quantity\":10,\"net_available\":19,\"on_hand\":18,\"pack_size\":12,\"reorder_point\":42,\"reorder_quantity\":216,\"safety_stock\":2,\"sales_lookback_days\":45,\"sales_units\":223,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":230,\"validated_quantity\":216},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-02-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-034-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-02-2:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S034-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 19 against a reorder point of 42; the deterministic replenishment quantity is 216 units.\"},{\"candidate_id\":\"inventory-issue:034-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-02-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-02-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-03-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.4,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":4,\"minimum_order_quantity\":12,\"net_available\":7,\"on_hand\":7,\"pack_size\":5,\"reorder_point\":14,\"reorder_quantity\":25,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":24,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":32,\"validated_quantity\":25},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-03-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-034-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-03-2:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S034-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 7 against a reorder point of 14; the deterministic replenishment quantity is 25 units.\"},{\"candidate_id\":\"inventory-issue:034-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-03-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-03-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.5,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"net_available\":4,\"on_hand\":5,\"pack_size\":4,\"reorder_point\":22,\"reorder_quantity\":128,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":150,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":129,\"validated_quantity\":128},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-04-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-034-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-04-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S034-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 4 against a reorder point of 22; the deterministic replenishment quantity is 128 units.\"},{\"candidate_id\":\"inventory-issue:034-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-04-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-04-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.0,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":15,\"minimum_order_quantity\":12,\"net_available\":7,\"on_hand\":8,\"pack_size\":6,\"reorder_point\":18,\"reorder_quantity\":30,\"safety_stock\":3,\"sales_lookback_days\":60,\"sales_units\":60,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":35,\"validated_quantity\":30},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-05-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-034-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-05-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S034-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 18; the deterministic replenishment quantity is 30 units.\"},{\"candidate_id\":\"inventory-issue:034-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-05-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-05-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-06-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"net_available\":12,\"on_hand\":14,\"pack_size\":1,\"reorder_point\":19,\"reorder_quantity\":53,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":16,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":65,\"validated_quantity\":53},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-06-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-034-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-06-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S034-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 12 against a reorder point of 19; the deterministic replenishment quantity is 53 units.\"},{\"candidate_id\":\"inventory-issue:034-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-06-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-06-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-07-0\",\"facts\":{\"committed\":3,\"daily_velocity\":14.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":9,\"minimum_order_quantity\":20,\"net_available\":45,\"on_hand\":48,\"pack_size\":12,\"reorder_point\":137,\"reorder_quantity\":420,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":208,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":464,\"validated_quantity\":420},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-07-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-034-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-07-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S034-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 45 against a reorder point of 137; the deterministic replenishment quantity is 420 units.\"},{\"candidate_id\":\"inventory-issue:034-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-07-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-07-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-08-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.3111,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":1,\"net_available\":52,\"on_hand\":49,\"pack_size\":1,\"reorder_point\":65,\"reorder_quantity\":146,\"safety_stock\":4,\"sales_lookback_days\":45,\"sales_units\":194,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":198,\"validated_quantity\":146},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-08-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-034-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-08-2:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S034-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 52 against a reorder point of 65; the deterministic replenishment quantity is 146 units.\"},{\"candidate_id\":\"inventory-issue:034-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-08-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-08-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:034-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.6667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":18,\"minimum_order_quantity\":24,\"net_available\":21,\"on_hand\":22,\"pack_size\":6,\"reorder_point\":56,\"reorder_quantity\":66,\"safety_stock\":8,\"sales_lookback_days\":60,\"sales_units\":160,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":83,\"validated_quantity\":66},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:034-09-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-034-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-034-09-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S034-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:034-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 21 against a reorder point of 56; the deterministic replenishment quantity is 66 units.\"},{\"candidate_id\":\"inventory-issue:034-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-034-09-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S034-09-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_034","scenario_id":"positive_planning_034_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-00-0\",\"facts\":{\"committed\":4,\"daily_velocity\":0.6,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":7,\"minimum_order_quantity\":20,\"net_available\":-1,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":10,\"reorder_quantity\":25,\"safety_stock\":5,\"sales_lookback_days\":30,\"sales_units\":18,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":22,\"validated_quantity\":25},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 10; the deterministic replenishment quantity is 25 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":6.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":17,\"minimum_order_quantity\":12,\"net_available\":40,\"on_hand\":39,\"pack_size\":6,\"reorder_point\":113,\"reorder_quantity\":204,\"safety_stock\":0,\"sales_lookback_days\":30,\"sales_units\":199,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":239,\"validated_quantity\":204},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 40 against a reorder point of 113; the deterministic replenishment quantity is 204 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-02-0\",\"facts\":{\"committed\":3,\"daily_velocity\":9.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":4,\"minimum_order_quantity\":10,\"net_available\":13,\"on_hand\":13,\"pack_size\":1,\"reorder_point\":43,\"reorder_quantity\":387,\"safety_stock\":6,\"sales_lookback_days\":14,\"sales_units\":128,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":400,\"validated_quantity\":387},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 13 against a reorder point of 43; the deterministic replenishment quantity is 387 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-03-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.3833,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":10,\"net_available\":0,\"on_hand\":1,\"pack_size\":1,\"reorder_point\":19,\"reorder_quantity\":103,\"safety_stock\":8,\"sales_lookback_days\":60,\"sales_units\":203,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":103,\"validated_quantity\":103},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 19; the deterministic replenishment quantity is 103 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.1167,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":5,\"minimum_order_quantity\":1,\"net_available\":9,\"on_hand\":8,\"pack_size\":1,\"reorder_point\":16,\"reorder_quantity\":144,\"safety_stock\":0,\"sales_lookback_days\":60,\"sales_units\":187,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":153,\"validated_quantity\":144},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 9 against a reorder point of 16; the deterministic replenishment quantity is 144 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.1778,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":3,\"minimum_order_quantity\":20,\"net_available\":8,\"on_hand\":8,\"pack_size\":6,\"reorder_point\":17,\"reorder_quantity\":138,\"safety_stock\":7,\"sales_lookback_days\":45,\"sales_units\":143,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":141,\"validated_quantity\":138},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 8 against a reorder point of 17; the deterministic replenishment quantity is 138 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-06-0\",\"facts\":{\"committed\":4,\"daily_velocity\":3.8,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":1,\"net_available\":-1,\"on_hand\":0,\"pack_size\":4,\"reorder_point\":76,\"reorder_quantity\":156,\"safety_stock\":7,\"sales_lookback_days\":45,\"sales_units\":171,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":152,\"validated_quantity\":156},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 76; the deterministic replenishment quantity is 156 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.6,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":10,\"minimum_order_quantity\":20,\"net_available\":15,\"on_hand\":13,\"pack_size\":6,\"reorder_point\":16,\"reorder_quantity\":30,\"safety_stock\":10,\"sales_lookback_days\":60,\"sales_units\":36,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":40,\"validated_quantity\":30},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 15 against a reorder point of 16; the deterministic replenishment quantity is 30 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.9,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":18,\"minimum_order_quantity\":20,\"net_available\":40,\"on_hand\":39,\"pack_size\":1,\"reorder_point\":81,\"reorder_quantity\":111,\"safety_stock\":10,\"sales_lookback_days\":60,\"sales_units\":234,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":151,\"validated_quantity\":111},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 40 against a reorder point of 81; the deterministic replenishment quantity is 111 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:035-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":8.4286,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":4,\"minimum_order_quantity\":20,\"net_available\":23,\"on_hand\":21,\"pack_size\":6,\"reorder_point\":41,\"reorder_quantity\":276,\"safety_stock\":7,\"sales_lookback_days\":14,\"sales_units\":118,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":294,\"validated_quantity\":276},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:035-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 23 against a reorder point of 41; the deterministic replenishment quantity is 276 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_035","scenario_id":"positive_planning_035_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-00-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-036-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-036-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-02-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-036-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-03-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-036-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-04-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-036-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-05-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-036-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-06-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-036-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-07-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-036-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-08-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-036-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:036-09-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-036-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:036-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_036","scenario_id":"positive_planning_036_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-00-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S037-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-00-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-00-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-01-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S037-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-01-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-01-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-02-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S037-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-02-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-02-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-03-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S037-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-03-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-03-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-04-0:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S037-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-04-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-04-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-05-0:UNFULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S037-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-05-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-05-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-06-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S037-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-06-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-06-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-07-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S037-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-07-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-07-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-08-0:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S037-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-08-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-08-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-037-09-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S037-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-037-09-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S037-09-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_037","scenario_id":"positive_planning_037_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":13.2857,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":12,\"minimum_order_quantity\":6,\"net_available\":85,\"on_hand\":83,\"pack_size\":5,\"reorder_point\":163,\"reorder_quantity\":305,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":186,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":389,\"validated_quantity\":305},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-038-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 85 against a reorder point of 163; the deterministic replenishment quantity is 305 units.\"},{\"candidate_id\":\"inventory-issue:038-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":5.1778,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":15,\"minimum_order_quantity\":12,\"net_available\":76,\"on_hand\":75,\"pack_size\":2,\"reorder_point\":79,\"reorder_quantity\":96,\"safety_stock\":1,\"sales_lookback_days\":45,\"sales_units\":233,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":172,\"validated_quantity\":96},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-01-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-038-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 76 against a reorder point of 79; the deterministic replenishment quantity is 96 units.\"},{\"candidate_id\":\"inventory-issue:038-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":15.0,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":6,\"minimum_order_quantity\":6,\"net_available\":95,\"on_hand\":95,\"pack_size\":1,\"reorder_point\":98,\"reorder_quantity\":303,\"safety_stock\":8,\"sales_lookback_days\":14,\"sales_units\":210,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":398,\"validated_quantity\":303},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-02-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-038-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 95 against a reorder point of 98; the deterministic replenishment quantity is 303 units.\"},{\"candidate_id\":\"inventory-issue:038-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":8.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":17,\"minimum_order_quantity\":10,\"net_available\":124,\"on_hand\":125,\"pack_size\":1,\"reorder_point\":157,\"reorder_quantity\":273,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":120,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":397,\"validated_quantity\":273},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-03-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-038-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 124 against a reorder point of 157; the deterministic replenishment quantity is 273 units.\"},{\"candidate_id\":\"inventory-issue:038-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.8,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":15,\"minimum_order_quantity\":20,\"net_available\":37,\"on_hand\":35,\"pack_size\":1,\"reorder_point\":78,\"reorder_quantity\":190,\"safety_stock\":6,\"sales_lookback_days\":45,\"sales_units\":216,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":227,\"validated_quantity\":190},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-04-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-038-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 37 against a reorder point of 78; the deterministic replenishment quantity is 190 units.\"},{\"candidate_id\":\"inventory-issue:038-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":10,\"net_available\":7,\"on_hand\":8,\"pack_size\":4,\"reorder_point\":18,\"reorder_quantity\":252,\"safety_stock\":0,\"sales_lookback_days\":14,\"sales_units\":82,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":258,\"validated_quantity\":252},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-05-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-038-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 18; the deterministic replenishment quantity is 252 units.\"},{\"candidate_id\":\"inventory-issue:038-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-06-0\",\"facts\":{\"committed\":3,\"daily_velocity\":0.7667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":12,\"minimum_order_quantity\":1,\"net_available\":6,\"on_hand\":7,\"pack_size\":5,\"reorder_point\":12,\"reorder_quantity\":20,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":23,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":25,\"validated_quantity\":20},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-06-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-038-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 6 against a reorder point of 12; the deterministic replenishment quantity is 20 units.\"},{\"candidate_id\":\"inventory-issue:038-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-07-0\",\"facts\":{\"committed\":3,\"daily_velocity\":15.4286,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":1,\"net_available\":211,\"on_hand\":214,\"pack_size\":8,\"reorder_point\":235,\"reorder_quantity\":336,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":216,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":543,\"validated_quantity\":336},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-07-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-038-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 211 against a reorder point of 235; the deterministic replenishment quantity is 336 units.\"},{\"candidate_id\":\"inventory-issue:038-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-08-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.7,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":16,\"minimum_order_quantity\":6,\"net_available\":55,\"on_hand\":55,\"pack_size\":4,\"reorder_point\":71,\"reorder_quantity\":104,\"safety_stock\":11,\"sales_lookback_days\":30,\"sales_units\":111,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":156,\"validated_quantity\":104},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-08-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-038-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 55 against a reorder point of 71; the deterministic replenishment quantity is 104 units.\"},{\"candidate_id\":\"inventory-issue:038-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:038-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":18,\"minimum_order_quantity\":10,\"net_available\":44,\"on_hand\":44,\"pack_size\":6,\"reorder_point\":77,\"reorder_quantity\":120,\"safety_stock\":3,\"sales_lookback_days\":60,\"sales_units\":244,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":162,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:038-09-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-038-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:038-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 44 against a reorder point of 77; the deterministic replenishment quantity is 120 units.\"},{\"candidate_id\":\"inventory-issue:038-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_038","scenario_id":"positive_planning_038_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":0.4,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":3,\"minimum_order_quantity\":20,\"net_available\":5,\"on_hand\":5,\"pack_size\":1,\"reorder_point\":9,\"reorder_quantity\":20,\"safety_stock\":7,\"sales_lookback_days\":45,\"sales_units\":18,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":23,\"validated_quantity\":20},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-00-1:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S039-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 5 against a reorder point of 9; the deterministic replenishment quantity is 20 units.\"},{\"candidate_id\":\"followup:order-039-00-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-01-0\",\"facts\":{\"committed\":7,\"daily_velocity\":2.65,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":16,\"minimum_order_quantity\":6,\"net_available\":-4,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":43,\"reorder_quantity\":120,\"safety_stock\":0,\"sales_lookback_days\":60,\"sales_units\":159,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":112,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-01-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 43; the deterministic replenishment quantity is 120 units.\"},{\"candidate_id\":\"followup:order-039-01-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-02-0\",\"facts\":{\"committed\":3,\"daily_velocity\":4.7667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":3,\"minimum_order_quantity\":1,\"net_available\":5,\"on_hand\":5,\"pack_size\":8,\"reorder_point\":16,\"reorder_quantity\":168,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":143,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":173,\"validated_quantity\":168},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 5 against a reorder point of 16; the deterministic replenishment quantity is 168 units.\"},{\"candidate_id\":\"followup:order-039-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-03-0\",\"facts\":{\"committed\":4,\"daily_velocity\":0.5333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":13,\"minimum_order_quantity\":20,\"net_available\":-2,\"on_hand\":0,\"pack_size\":1,\"reorder_point\":8,\"reorder_quantity\":20,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":16,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":17,\"validated_quantity\":20},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 8; the deterministic replenishment quantity is 20 units.\"},{\"candidate_id\":\"followup:order-039-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":9.4286,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":6,\"minimum_order_quantity\":20,\"net_available\":33,\"on_hand\":34,\"pack_size\":12,\"reorder_point\":64,\"reorder_quantity\":324,\"safety_stock\":7,\"sales_lookback_days\":14,\"sales_units\":132,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":356,\"validated_quantity\":324},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 33 against a reorder point of 64; the deterministic replenishment quantity is 324 units.\"},{\"candidate_id\":\"followup:order-039-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.0333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":13,\"minimum_order_quantity\":24,\"net_available\":8,\"on_hand\":8,\"pack_size\":12,\"reorder_point\":52,\"reorder_quantity\":132,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":182,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":140,\"validated_quantity\":132},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-05-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 8 against a reorder point of 52; the deterministic replenishment quantity is 132 units.\"},{\"candidate_id\":\"followup:order-039-05-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.7833,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":18,\"minimum_order_quantity\":24,\"net_available\":53,\"on_hand\":54,\"pack_size\":1,\"reorder_point\":78,\"reorder_quantity\":146,\"safety_stock\":9,\"sales_lookback_days\":60,\"sales_units\":227,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":199,\"validated_quantity\":146},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 53 against a reorder point of 78; the deterministic replenishment quantity is 146 units.\"},{\"candidate_id\":\"followup:order-039-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.4444,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":4,\"minimum_order_quantity\":20,\"net_available\":7,\"on_hand\":7,\"pack_size\":4,\"reorder_point\":26,\"reorder_quantity\":112,\"safety_stock\":12,\"sales_lookback_days\":45,\"sales_units\":155,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":119,\"validated_quantity\":112},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 26; the deterministic replenishment quantity is 112 units.\"},{\"candidate_id\":\"followup:order-039-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-08-0\",\"facts\":{\"committed\":0,\"daily_velocity\":18.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"net_available\":131,\"on_hand\":128,\"pack_size\":4,\"reorder_point\":134,\"reorder_quantity\":712,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":260,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":840,\"validated_quantity\":712},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 131 against a reorder point of 134; the deterministic replenishment quantity is 712 units.\"},{\"candidate_id\":\"followup:order-039-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:039-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":7.0,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":17,\"minimum_order_quantity\":1,\"net_available\":130,\"on_hand\":131,\"pack_size\":5,\"reorder_point\":131,\"reorder_quantity\":120,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":98,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":250,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-039-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S039-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:039-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 130 against a reorder point of 131; the deterministic replenishment quantity is 120 units.\"},{\"candidate_id\":\"followup:order-039-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S039-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_039","scenario_id":"positive_planning_039_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-00-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-040-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S040-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-040-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-01-1:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-02-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-040-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-02-1:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-02-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-03-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-040-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-03-1:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-04-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-040-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-04-1:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-05-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-040-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-05-1:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-06-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-040-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-06-1:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-07-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-040-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-07-1:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-07-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-08-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-040-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-08-1:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-08-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:040-09-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-040-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-040-09-1:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S040-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:040-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-040-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S040-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_040","scenario_id":"positive_planning_040_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-00-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.4444,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":6,\"minimum_order_quantity\":10,\"net_available\":2,\"on_hand\":4,\"pack_size\":6,\"reorder_point\":20,\"reorder_quantity\":102,\"safety_stock\":5,\"sales_lookback_days\":45,\"sales_units\":110,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":103,\"validated_quantity\":102},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-00-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-041-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-00-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S041-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 20; the deterministic replenishment quantity is 102 units.\"},{\"candidate_id\":\"inventory-issue:041-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-00-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-00-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-01-0\",\"facts\":{\"committed\":4,\"daily_velocity\":3.2143,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":14,\"minimum_order_quantity\":12,\"net_available\":-2,\"on_hand\":2,\"pack_size\":8,\"reorder_point\":50,\"reorder_quantity\":88,\"safety_stock\":5,\"sales_lookback_days\":14,\"sales_units\":45,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":83,\"validated_quantity\":88},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-01-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-041-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-01-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S041-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 50; the deterministic replenishment quantity is 88 units.\"},{\"candidate_id\":\"inventory-issue:041-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-01-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-01-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.6429,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":15,\"minimum_order_quantity\":24,\"net_available\":18,\"on_hand\":14,\"pack_size\":12,\"reorder_point\":22,\"reorder_quantity\":24,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":9,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":32,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-02-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-041-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-02-2:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S041-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 18 against a reorder point of 22; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"inventory-issue:041-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-02-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-02-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-03-0\",\"facts\":{\"committed\":0,\"daily_velocity\":8.3667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":15,\"minimum_order_quantity\":24,\"net_available\":20,\"on_hand\":18,\"pack_size\":2,\"reorder_point\":130,\"reorder_quantity\":302,\"safety_stock\":4,\"sales_lookback_days\":30,\"sales_units\":251,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":322,\"validated_quantity\":302},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-03-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-041-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-03-2:UNFULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S041-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 20 against a reorder point of 130; the deterministic replenishment quantity is 302 units.\"},{\"candidate_id\":\"inventory-issue:041-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-03-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-03-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":6.7143,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":13,\"minimum_order_quantity\":24,\"net_available\":79,\"on_hand\":82,\"pack_size\":5,\"reorder_point\":89,\"reorder_quantity\":85,\"safety_stock\":1,\"sales_lookback_days\":14,\"sales_units\":94,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":163,\"validated_quantity\":85},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-04-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-041-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-04-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S041-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 79 against a reorder point of 89; the deterministic replenishment quantity is 85 units.\"},{\"candidate_id\":\"inventory-issue:041-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-04-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-04-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":0.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":6,\"minimum_order_quantity\":24,\"net_available\":-2,\"on_hand\":0,\"pack_size\":12,\"reorder_point\":5,\"reorder_quantity\":36,\"safety_stock\":0,\"sales_lookback_days\":30,\"sales_units\":22,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":34,\"validated_quantity\":36},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-05-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-041-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-05-2:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S041-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 5; the deterministic replenishment quantity is 36 units.\"},{\"candidate_id\":\"inventory-issue:041-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-05-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-05-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-06-0\",\"facts\":{\"committed\":4,\"daily_velocity\":0.5333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":9,\"minimum_order_quantity\":10,\"net_available\":-3,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":5,\"reorder_quantity\":24,\"safety_stock\":0,\"sales_lookback_days\":45,\"sales_units\":24,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":16,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-06-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-041-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-06-2:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S041-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 5; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"inventory-issue:041-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-06-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-06-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":0.2,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":5,\"minimum_order_quantity\":10,\"net_available\":6,\"on_hand\":3,\"pack_size\":8,\"reorder_point\":11,\"reorder_quantity\":16,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":9,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":19,\"validated_quantity\":16},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-07-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-041-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-07-2:UNFULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S041-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 6 against a reorder point of 11; the deterministic replenishment quantity is 16 units.\"},{\"candidate_id\":\"inventory-issue:041-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-07-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-07-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-08-0\",\"facts\":{\"committed\":1,\"daily_velocity\":18.0714,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":5,\"minimum_order_quantity\":1,\"net_available\":40,\"on_hand\":38,\"pack_size\":2,\"reorder_point\":102,\"reorder_quantity\":514,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":253,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":554,\"validated_quantity\":514},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-08-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-041-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-08-2:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S041-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 40 against a reorder point of 102; the deterministic replenishment quantity is 514 units.\"},{\"candidate_id\":\"inventory-issue:041-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-08-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-08-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:041-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.8833,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":10,\"minimum_order_quantity\":1,\"net_available\":35,\"on_hand\":34,\"pack_size\":8,\"reorder_point\":38,\"reorder_quantity\":72,\"safety_stock\":9,\"sales_lookback_days\":60,\"sales_units\":173,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":105,\"validated_quantity\":72},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:041-09-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-041-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-041-09-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S041-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:041-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 35 against a reorder point of 38; the deterministic replenishment quantity is 72 units.\"},{\"candidate_id\":\"inventory-issue:041-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-041-09-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S041-09-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_041","scenario_id":"positive_planning_041_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-00-0\",\"facts\":{\"committed\":2,\"daily_velocity\":10.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":4,\"minimum_order_quantity\":12,\"net_available\":49,\"on_hand\":50,\"pack_size\":6,\"reorder_point\":50,\"reorder_quantity\":426,\"safety_stock\":6,\"sales_lookback_days\":14,\"sales_units\":152,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":473,\"validated_quantity\":426},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 49 against a reorder point of 50; the deterministic replenishment quantity is 426 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.8667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":15,\"minimum_order_quantity\":10,\"net_available\":10,\"on_hand\":10,\"pack_size\":6,\"reorder_point\":44,\"reorder_quantity\":102,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":86,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":110,\"validated_quantity\":102},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 10 against a reorder point of 44; the deterministic replenishment quantity is 102 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-02-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.0444,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":17,\"minimum_order_quantity\":20,\"net_available\":17,\"on_hand\":17,\"pack_size\":2,\"reorder_point\":40,\"reorder_quantity\":44,\"safety_stock\":5,\"sales_lookback_days\":45,\"sales_units\":92,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":61,\"validated_quantity\":44},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 17 against a reorder point of 40; the deterministic replenishment quantity is 44 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-03-0\",\"facts\":{\"committed\":7,\"daily_velocity\":4.25,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":4,\"minimum_order_quantity\":10,\"net_available\":-4,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":17,\"reorder_quantity\":162,\"safety_stock\":0,\"sales_lookback_days\":60,\"sales_units\":255,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":158,\"validated_quantity\":162},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 17; the deterministic replenishment quantity is 162 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.2167,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":10,\"minimum_order_quantity\":12,\"net_available\":2,\"on_hand\":4,\"pack_size\":12,\"reorder_point\":24,\"reorder_quantity\":120,\"safety_stock\":1,\"sales_lookback_days\":60,\"sales_units\":133,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":112,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 24; the deterministic replenishment quantity is 120 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.4333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":12,\"minimum_order_quantity\":20,\"net_available\":21,\"on_hand\":19,\"pack_size\":8,\"reorder_point\":40,\"reorder_quantity\":64,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":73,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":79,\"validated_quantity\":64},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 21 against a reorder point of 40; the deterministic replenishment quantity is 64 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-06-0\",\"facts\":{\"committed\":6,\"daily_velocity\":2.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":6,\"minimum_order_quantity\":10,\"net_available\":-4,\"on_hand\":0,\"pack_size\":8,\"reorder_point\":30,\"reorder_quantity\":104,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":40,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":98,\"validated_quantity\":104},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 30; the deterministic replenishment quantity is 104 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.3333,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":4,\"minimum_order_quantity\":20,\"net_available\":8,\"on_hand\":5,\"pack_size\":8,\"reorder_point\":14,\"reorder_quantity\":24,\"safety_stock\":12,\"sales_lookback_days\":30,\"sales_units\":10,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":22,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 8 against a reorder point of 14; the deterministic replenishment quantity is 24 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-08-0\",\"facts\":{\"committed\":7,\"daily_velocity\":5.6,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":3,\"minimum_order_quantity\":6,\"net_available\":-3,\"on_hand\":0,\"pack_size\":1,\"reorder_point\":23,\"reorder_quantity\":256,\"safety_stock\":6,\"sales_lookback_days\":30,\"sales_units\":168,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":253,\"validated_quantity\":256},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 23; the deterministic replenishment quantity is 256 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:042-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.4444,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":4,\"minimum_order_quantity\":12,\"net_available\":13,\"on_hand\":14,\"pack_size\":4,\"reorder_point\":15,\"reorder_quantity\":112,\"safety_stock\":1,\"sales_lookback_days\":45,\"sales_units\":155,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":125,\"validated_quantity\":112},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:042-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 13 against a reorder point of 15; the deterministic replenishment quantity is 112 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_042","scenario_id":"positive_planning_042_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-00-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-043-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-043-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-02-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-043-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-03-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-043-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-04-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-043-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-05-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-043-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-06-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-043-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-07-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-043-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-08-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-043-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:043-09-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-043-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:043-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_043","scenario_id":"positive_planning_043_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-00-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S044-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-00-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-00-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-01-0:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S044-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-01-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-01-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-02-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S044-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-02-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-02-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-03-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S044-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-03-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-03-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-04-0:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S044-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-04-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-04-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-05-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S044-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-05-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-05-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-06-0:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S044-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-06-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-06-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-07-0:UNFULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S044-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-07-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-07-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-08-0:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S044-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-08-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-08-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-044-09-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S044-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-044-09-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S044-09-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_044","scenario_id":"positive_planning_044_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":11.2143,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":18,\"minimum_order_quantity\":12,\"net_available\":64,\"on_hand\":60,\"pack_size\":2,\"reorder_point\":213,\"reorder_quantity\":476,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":157,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":539,\"validated_quantity\":476},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-045-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 64 against a reorder point of 213; the deterministic replenishment quantity is 476 units.\"},{\"candidate_id\":\"inventory-issue:045-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-01-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.9111,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":17,\"minimum_order_quantity\":1,\"net_available\":4,\"on_hand\":3,\"pack_size\":6,\"reorder_point\":20,\"reorder_quantity\":30,\"safety_stock\":4,\"sales_lookback_days\":45,\"sales_units\":41,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":29,\"validated_quantity\":30},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-01-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-045-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 4 against a reorder point of 20; the deterministic replenishment quantity is 30 units.\"},{\"candidate_id\":\"inventory-issue:045-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.2,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":18,\"minimum_order_quantity\":24,\"net_available\":3,\"on_hand\":2,\"pack_size\":5,\"reorder_point\":8,\"reorder_quantity\":25,\"safety_stock\":4,\"sales_lookback_days\":45,\"sales_units\":9,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":12,\"validated_quantity\":25},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-02-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-045-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 3 against a reorder point of 8; the deterministic replenishment quantity is 25 units.\"},{\"candidate_id\":\"inventory-issue:045-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-03-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.9286,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":12,\"net_available\":13,\"on_hand\":10,\"pack_size\":1,\"reorder_point\":83,\"reorder_quantity\":207,\"safety_stock\":0,\"sales_lookback_days\":14,\"sales_units\":83,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":220,\"validated_quantity\":207},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-03-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-045-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 13 against a reorder point of 83; the deterministic replenishment quantity is 207 units.\"},{\"candidate_id\":\"inventory-issue:045-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-04-0\",\"facts\":{\"committed\":4,\"daily_velocity\":1.2444,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":8,\"minimum_order_quantity\":24,\"net_available\":-1,\"on_hand\":2,\"pack_size\":5,\"reorder_point\":18,\"reorder_quantity\":55,\"safety_stock\":8,\"sales_lookback_days\":45,\"sales_units\":56,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":50,\"validated_quantity\":55},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-04-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-045-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 18; the deterministic replenishment quantity is 55 units.\"},{\"candidate_id\":\"inventory-issue:045-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":2.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":11,\"minimum_order_quantity\":10,\"net_available\":2,\"on_hand\":0,\"pack_size\":4,\"reorder_point\":25,\"reorder_quantity\":92,\"safety_stock\":2,\"sales_lookback_days\":45,\"sales_units\":93,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":91,\"validated_quantity\":92},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-05-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-045-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 25; the deterministic replenishment quantity is 92 units.\"},{\"candidate_id\":\"inventory-issue:045-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-06-0\",\"facts\":{\"committed\":5,\"daily_velocity\":7.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":6,\"net_available\":-3,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":146,\"reorder_quantity\":290,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":110,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":287,\"validated_quantity\":290},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-06-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-045-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -3 against a reorder point of 146; the deterministic replenishment quantity is 290 units.\"},{\"candidate_id\":\"inventory-issue:045-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.7333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":16,\"minimum_order_quantity\":12,\"net_available\":27,\"on_hand\":24,\"pack_size\":2,\"reorder_point\":54,\"reorder_quantity\":76,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":82,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":103,\"validated_quantity\":76},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-07-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-045-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 27 against a reorder point of 54; the deterministic replenishment quantity is 76 units.\"},{\"candidate_id\":\"inventory-issue:045-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":3.7111,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":20,\"net_available\":26,\"on_hand\":25,\"pack_size\":4,\"reorder_point\":56,\"reorder_quantity\":116,\"safety_stock\":4,\"sales_lookback_days\":45,\"sales_units\":167,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":142,\"validated_quantity\":116},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-08-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-045-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 26 against a reorder point of 56; the deterministic replenishment quantity is 116 units.\"},{\"candidate_id\":\"inventory-issue:045-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:045-09-0\",\"facts\":{\"committed\":3,\"daily_velocity\":7.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":6,\"net_available\":36,\"on_hand\":39,\"pack_size\":5,\"reorder_point\":56,\"reorder_quantity\":150,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":229,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":186,\"validated_quantity\":150},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:045-09-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-045-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:045-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 36 against a reorder point of 56; the deterministic replenishment quantity is 150 units.\"},{\"candidate_id\":\"inventory-issue:045-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_045","scenario_id":"positive_planning_045_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-00-0\",\"facts\":{\"committed\":2,\"daily_velocity\":6.6333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":6,\"minimum_order_quantity\":10,\"net_available\":15,\"on_hand\":16,\"pack_size\":1,\"reorder_point\":48,\"reorder_quantity\":305,\"safety_stock\":8,\"sales_lookback_days\":30,\"sales_units\":199,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":320,\"validated_quantity\":305},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-00-1:UNFULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S046-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 15 against a reorder point of 48; the deterministic replenishment quantity is 305 units.\"},{\"candidate_id\":\"followup:order-046-00-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":15.4286,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":11,\"minimum_order_quantity\":1,\"net_available\":93,\"on_hand\":91,\"pack_size\":6,\"reorder_point\":170,\"reorder_quantity\":618,\"safety_stock\":0,\"sales_lookback_days\":14,\"sales_units\":216,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":710,\"validated_quantity\":618},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-01-1:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S046-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 93 against a reorder point of 170; the deterministic replenishment quantity is 618 units.\"},{\"candidate_id\":\"followup:order-046-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.6222,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":4,\"minimum_order_quantity\":6,\"net_available\":17,\"on_hand\":14,\"pack_size\":2,\"reorder_point\":23,\"reorder_quantity\":64,\"safety_stock\":12,\"sales_lookback_days\":45,\"sales_units\":118,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":81,\"validated_quantity\":64},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-02-1:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S046-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 17 against a reorder point of 23; the deterministic replenishment quantity is 64 units.\"},{\"candidate_id\":\"followup:order-046-02-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-03-0\",\"facts\":{\"committed\":3,\"daily_velocity\":7.0333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":24,\"net_available\":85,\"on_hand\":86,\"pack_size\":2,\"reorder_point\":115,\"reorder_quantity\":228,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":211,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":312,\"validated_quantity\":228},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S046-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 85 against a reorder point of 115; the deterministic replenishment quantity is 228 units.\"},{\"candidate_id\":\"followup:order-046-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-04-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.3571,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":16,\"minimum_order_quantity\":20,\"net_available\":50,\"on_hand\":46,\"pack_size\":6,\"reorder_point\":86,\"reorder_quantity\":90,\"safety_stock\":0,\"sales_lookback_days\":14,\"sales_units\":75,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":140,\"validated_quantity\":90},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S046-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 50 against a reorder point of 86; the deterministic replenishment quantity is 90 units.\"},{\"candidate_id\":\"followup:order-046-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-05-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":12,\"net_available\":75,\"on_hand\":74,\"pack_size\":5,\"reorder_point\":79,\"reorder_quantity\":70,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":58,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":141,\"validated_quantity\":70},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-05-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S046-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 75 against a reorder point of 79; the deterministic replenishment quantity is 70 units.\"},{\"candidate_id\":\"followup:order-046-05-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":7.9667,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":6,\"minimum_order_quantity\":20,\"net_available\":5,\"on_hand\":2,\"pack_size\":5,\"reorder_point\":48,\"reorder_quantity\":190,\"safety_stock\":0,\"sales_lookback_days\":30,\"sales_units\":239,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":192,\"validated_quantity\":190},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S046-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 5 against a reorder point of 48; the deterministic replenishment quantity is 190 units.\"},{\"candidate_id\":\"followup:order-046-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-07-0\",\"facts\":{\"committed\":5,\"daily_velocity\":0.3111,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":8,\"minimum_order_quantity\":24,\"net_available\":-1,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":10,\"reorder_quantity\":24,\"safety_stock\":7,\"sales_lookback_days\":45,\"sales_units\":14,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":18,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S046-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 10; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"followup:order-046-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":4.8,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":12,\"minimum_order_quantity\":6,\"net_available\":32,\"on_hand\":33,\"pack_size\":4,\"reorder_point\":59,\"reorder_quantity\":172,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":144,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":203,\"validated_quantity\":172},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-08-1:UNFULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S046-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 32 against a reorder point of 59; the deterministic replenishment quantity is 172 units.\"},{\"candidate_id\":\"followup:order-046-08-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:046-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.1667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":6,\"net_available\":33,\"on_hand\":34,\"pack_size\":8,\"reorder_point\":71,\"reorder_quantity\":80,\"safety_stock\":8,\"sales_lookback_days\":30,\"sales_units\":125,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":113,\"validated_quantity\":80},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-046-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S046-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:046-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 33 against a reorder point of 71; the deterministic replenishment quantity is 80 units.\"},{\"candidate_id\":\"followup:order-046-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S046-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_046","scenario_id":"positive_planning_046_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-00-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-047-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S047-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-047-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-01-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S047-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-01-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-02-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-047-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-02-1:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S047-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-02-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-03-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-047-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-03-1:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S047-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-04-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-047-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S047-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-05-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-047-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-05-1:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S047-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-06-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-047-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-06-1:UNFULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S047-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-07-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-047-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-07-1:UNFULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S047-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-07-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-08-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-047-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S047-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:047-09-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-047-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-047-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S047-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:047-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-047-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S047-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_047","scenario_id":"positive_planning_047_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-00-0\",\"facts\":{\"committed\":3,\"daily_velocity\":17.6429,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":8,\"minimum_order_quantity\":12,\"net_available\":22,\"on_hand\":25,\"pack_size\":12,\"reorder_point\":150,\"reorder_quantity\":624,\"safety_stock\":8,\"sales_lookback_days\":14,\"sales_units\":247,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":644,\"validated_quantity\":624},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-00-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-048-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-00-2:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S048-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 22 against a reorder point of 150; the deterministic replenishment quantity is 624 units.\"},{\"candidate_id\":\"inventory-issue:048-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-00-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-00-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":3.1667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":6,\"minimum_order_quantity\":6,\"net_available\":13,\"on_hand\":15,\"pack_size\":1,\"reorder_point\":21,\"reorder_quantity\":78,\"safety_stock\":2,\"sales_lookback_days\":30,\"sales_units\":95,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":91,\"validated_quantity\":78},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-01-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-048-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-01-2:UNFULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S048-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 13 against a reorder point of 21; the deterministic replenishment quantity is 78 units.\"},{\"candidate_id\":\"inventory-issue:048-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-01-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-01-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-02-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.5167,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":13,\"minimum_order_quantity\":6,\"net_available\":9,\"on_hand\":9,\"pack_size\":1,\"reorder_point\":11,\"reorder_quantity\":10,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":31,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":19,\"validated_quantity\":10},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-02-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-048-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-02-2:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S048-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 9 against a reorder point of 11; the deterministic replenishment quantity is 10 units.\"},{\"candidate_id\":\"inventory-issue:048-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-02-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-02-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":7.0714,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":10,\"minimum_order_quantity\":20,\"net_available\":58,\"on_hand\":60,\"pack_size\":6,\"reorder_point\":83,\"reorder_quantity\":216,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":99,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":274,\"validated_quantity\":216},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-03-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-048-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-03-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S048-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 58 against a reorder point of 83; the deterministic replenishment quantity is 216 units.\"},{\"candidate_id\":\"inventory-issue:048-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-03-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-03-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.6,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":17,\"minimum_order_quantity\":20,\"net_available\":16,\"on_hand\":16,\"pack_size\":6,\"reorder_point\":29,\"reorder_quantity\":30,\"safety_stock\":1,\"sales_lookback_days\":45,\"sales_units\":72,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":45,\"validated_quantity\":30},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-04-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-048-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-04-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S048-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 16 against a reorder point of 29; the deterministic replenishment quantity is 30 units.\"},{\"candidate_id\":\"inventory-issue:048-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-04-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-04-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 4 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-05-0\",\"facts\":{\"committed\":1,\"daily_velocity\":16.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":5,\"minimum_order_quantity\":24,\"net_available\":27,\"on_hand\":28,\"pack_size\":1,\"reorder_point\":97,\"reorder_quantity\":660,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":236,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":687,\"validated_quantity\":660},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-05-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-048-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-05-2:UNFULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S048-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 27 against a reorder point of 97; the deterministic replenishment quantity is 660 units.\"},{\"candidate_id\":\"inventory-issue:048-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-05-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-05-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":16.7143,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"net_available\":104,\"on_hand\":101,\"pack_size\":6,\"reorder_point\":124,\"reorder_quantity\":672,\"safety_stock\":7,\"sales_lookback_days\":14,\"sales_units\":234,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":776,\"validated_quantity\":672},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-06-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-048-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-06-2:UNFULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S048-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 104 against a reorder point of 124; the deterministic replenishment quantity is 672 units.\"},{\"candidate_id\":\"inventory-issue:048-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-06-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-06-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-07-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.3,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":6,\"minimum_order_quantity\":10,\"net_available\":3,\"on_hand\":1,\"pack_size\":5,\"reorder_point\":20,\"reorder_quantity\":75,\"safety_stock\":12,\"sales_lookback_days\":30,\"sales_units\":39,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":77,\"validated_quantity\":75},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-07-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-048-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-07-2:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S048-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 20; the deterministic replenishment quantity is 75 units.\"},{\"candidate_id\":\"inventory-issue:048-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-07-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-07-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":1.55,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":24,\"net_available\":16,\"on_hand\":19,\"pack_size\":5,\"reorder_point\":25,\"reorder_quantity\":30,\"safety_stock\":1,\"sales_lookback_days\":60,\"sales_units\":93,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":45,\"validated_quantity\":30},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-08-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-048-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-08-2:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S048-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 16 against a reorder point of 25; the deterministic replenishment quantity is 30 units.\"},{\"candidate_id\":\"inventory-issue:048-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-08-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-08-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:048-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":0.1778,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":10,\"minimum_order_quantity\":10,\"net_available\":3,\"on_hand\":2,\"pack_size\":4,\"reorder_point\":5,\"reorder_quantity\":12,\"safety_stock\":3,\"sales_lookback_days\":45,\"sales_units\":8,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":10,\"validated_quantity\":12},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:048-09-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-048-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-048-09-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S048-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:048-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 3 against a reorder point of 5; the deterministic replenishment quantity is 12 units.\"},{\"candidate_id\":\"inventory-issue:048-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-048-09-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S048-09-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_048","scenario_id":"positive_planning_048_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.4333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":17,\"minimum_order_quantity\":20,\"net_available\":36,\"on_hand\":34,\"pack_size\":8,\"reorder_point\":100,\"reorder_quantity\":248,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":163,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":279,\"validated_quantity\":248},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 36 against a reorder point of 100; the deterministic replenishment quantity is 248 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-01-0\",\"facts\":{\"committed\":1,\"daily_velocity\":12.2857,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":3,\"minimum_order_quantity\":24,\"net_available\":18,\"on_hand\":18,\"pack_size\":4,\"reorder_point\":46,\"reorder_quantity\":544,\"safety_stock\":9,\"sales_lookback_days\":14,\"sales_units\":172,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":562,\"validated_quantity\":544},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 18 against a reorder point of 46; the deterministic replenishment quantity is 544 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.35,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":15,\"minimum_order_quantity\":6,\"net_available\":13,\"on_hand\":13,\"pack_size\":6,\"reorder_point\":57,\"reorder_quantity\":96,\"safety_stock\":6,\"sales_lookback_days\":60,\"sales_units\":201,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":107,\"validated_quantity\":96},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 13 against a reorder point of 57; the deterministic replenishment quantity is 96 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-03-0\",\"facts\":{\"committed\":6,\"daily_velocity\":6.4667,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":11,\"minimum_order_quantity\":12,\"net_available\":-4,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":77,\"reorder_quantity\":270,\"safety_stock\":5,\"sales_lookback_days\":30,\"sales_units\":194,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":264,\"validated_quantity\":270},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 77; the deterministic replenishment quantity is 270 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.5,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":10,\"minimum_order_quantity\":10,\"net_available\":10,\"on_hand\":10,\"pack_size\":5,\"reorder_point\":32,\"reorder_quantity\":85,\"safety_stock\":7,\"sales_lookback_days\":14,\"sales_units\":35,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":95,\"validated_quantity\":85},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 10 against a reorder point of 32; the deterministic replenishment quantity is 85 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-05-0\",\"facts\":{\"committed\":1,\"daily_velocity\":5.7667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":10,\"minimum_order_quantity\":6,\"net_available\":18,\"on_hand\":19,\"pack_size\":1,\"reorder_point\":65,\"reorder_quantity\":255,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":173,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":273,\"validated_quantity\":255},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 18 against a reorder point of 65; the deterministic replenishment quantity is 255 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-06-0\",\"facts\":{\"committed\":3,\"daily_velocity\":12.0,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":12,\"minimum_order_quantity\":20,\"net_available\":140,\"on_hand\":139,\"pack_size\":6,\"reorder_point\":150,\"reorder_quantity\":168,\"safety_stock\":6,\"sales_lookback_days\":14,\"sales_units\":168,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":306,\"validated_quantity\":168},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 140 against a reorder point of 150; the deterministic replenishment quantity is 168 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.4167,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":14,\"minimum_order_quantity\":24,\"net_available\":25,\"on_hand\":22,\"pack_size\":6,\"reorder_point\":50,\"reorder_quantity\":126,\"safety_stock\":2,\"sales_lookback_days\":60,\"sales_units\":205,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":146,\"validated_quantity\":126},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 25 against a reorder point of 50; the deterministic replenishment quantity is 126 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":3.65,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":12,\"minimum_order_quantity\":24,\"net_available\":8,\"on_hand\":8,\"pack_size\":8,\"reorder_point\":49,\"reorder_quantity\":176,\"safety_stock\":5,\"sales_lookback_days\":60,\"sales_units\":219,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":177,\"validated_quantity\":176},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 8 against a reorder point of 49; the deterministic replenishment quantity is 176 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:049-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.9333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":11,\"minimum_order_quantity\":6,\"net_available\":17,\"on_hand\":18,\"pack_size\":1,\"reorder_point\":46,\"reorder_quantity\":131,\"safety_stock\":2,\"sales_lookback_days\":60,\"sales_units\":236,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":148,\"validated_quantity\":131},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:049-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 17 against a reorder point of 46; the deterministic replenishment quantity is 131 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_049","scenario_id":"positive_planning_049_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-00-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-050-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-01-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-050-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-02-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-050-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-03-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-050-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-04-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-050-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-05-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-050-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-06-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-050-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-07-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-050-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-08-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-050-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:050-09-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-050-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:050-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_050","scenario_id":"positive_planning_050_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-00-0:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S051-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-00-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-00-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-01-0:UNFULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S051-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-01-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-01-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-02-0:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S051-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-02-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-02-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-03-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S051-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-03-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-03-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-04-0:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S051-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-04-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-04-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-05-0:UNFULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S051-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-05-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-05-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-06-0:UNFULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S051-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-06-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-06-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-07-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S051-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-07-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-07-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-08-0:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S051-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-08-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-08-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"followup:order-051-09-0:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S051-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-051-09-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S051-09-0. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_051","scenario_id":"positive_planning_051_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":17.2857,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":20,\"net_available\":12,\"on_hand\":9,\"pack_size\":2,\"reorder_point\":250,\"reorder_quantity\":654,\"safety_stock\":8,\"sales_lookback_days\":14,\"sales_units\":242,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":665,\"validated_quantity\":654},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-00-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-052-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 12 against a reorder point of 250; the deterministic replenishment quantity is 654 units.\"},{\"candidate_id\":\"inventory-issue:052-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-01-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.4333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":15,\"minimum_order_quantity\":20,\"net_available\":35,\"on_hand\":34,\"pack_size\":6,\"reorder_point\":73,\"reorder_quantity\":120,\"safety_stock\":6,\"sales_lookback_days\":30,\"sales_units\":133,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":153,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-01-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-052-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 35 against a reorder point of 73; the deterministic replenishment quantity is 120 units.\"},{\"candidate_id\":\"inventory-issue:052-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-02-0\",\"facts\":{\"committed\":2,\"daily_velocity\":1.2889,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":10,\"net_available\":22,\"on_hand\":22,\"pack_size\":2,\"reorder_point\":29,\"reorder_quantity\":38,\"safety_stock\":8,\"sales_lookback_days\":45,\"sales_units\":58,\"supplier_configured\":true,\"target_coverage_days\":39,\"target_stock\":59,\"validated_quantity\":38},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-02-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-052-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 22 against a reorder point of 29; the deterministic replenishment quantity is 38 units.\"},{\"candidate_id\":\"inventory-issue:052-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-03-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.3556,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":10,\"net_available\":5,\"on_hand\":6,\"pack_size\":5,\"reorder_point\":18,\"reorder_quantity\":75,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":106,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":76,\"validated_quantity\":75},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-03-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-052-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 5 against a reorder point of 18; the deterministic replenishment quantity is 75 units.\"},{\"candidate_id\":\"inventory-issue:052-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-04-0\",\"facts\":{\"committed\":2,\"daily_velocity\":17.9286,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"net_available\":6,\"on_hand\":4,\"pack_size\":12,\"reorder_point\":138,\"reorder_quantity\":696,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":251,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":694,\"validated_quantity\":696},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-04-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-052-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 6 against a reorder point of 138; the deterministic replenishment quantity is 696 units.\"},{\"candidate_id\":\"inventory-issue:052-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-05-0\",\"facts\":{\"committed\":1,\"daily_velocity\":5.7111,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":10,\"minimum_order_quantity\":24,\"net_available\":6,\"on_hand\":3,\"pack_size\":8,\"reorder_point\":68,\"reorder_quantity\":296,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":257,\"supplier_configured\":true,\"target_coverage_days\":50,\"target_stock\":296,\"validated_quantity\":296},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-05-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-052-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 6 against a reorder point of 68; the deterministic replenishment quantity is 296 units.\"},{\"candidate_id\":\"inventory-issue:052-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-06-0\",\"facts\":{\"committed\":8,\"daily_velocity\":0.2333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":5,\"minimum_order_quantity\":12,\"net_available\":-5,\"on_hand\":2,\"pack_size\":12,\"reorder_point\":14,\"reorder_quantity\":36,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":14,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":20,\"validated_quantity\":36},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-06-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-052-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 14; the deterministic replenishment quantity is 36 units.\"},{\"candidate_id\":\"inventory-issue:052-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-07-0\",\"facts\":{\"committed\":5,\"daily_velocity\":2.6667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":6,\"minimum_order_quantity\":20,\"net_available\":-2,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":27,\"reorder_quantity\":135,\"safety_stock\":11,\"sales_lookback_days\":45,\"sales_units\":120,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":129,\"validated_quantity\":135},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-07-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-052-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 27; the deterministic replenishment quantity is 135 units.\"},{\"candidate_id\":\"inventory-issue:052-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":8.4667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":20,\"net_available\":3,\"on_hand\":4,\"pack_size\":4,\"reorder_point\":65,\"reorder_quantity\":292,\"safety_stock\":5,\"sales_lookback_days\":30,\"sales_units\":254,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":293,\"validated_quantity\":292},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-08-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-052-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 65; the deterministic replenishment quantity is 292 units.\"},{\"candidate_id\":\"inventory-issue:052-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:052-09-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.9,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":12,\"minimum_order_quantity\":12,\"net_available\":29,\"on_hand\":30,\"pack_size\":5,\"reorder_point\":62,\"reorder_quantity\":190,\"safety_stock\":3,\"sales_lookback_days\":30,\"sales_units\":147,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":219,\"validated_quantity\":190},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:052-09-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-052-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:052-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 29 against a reorder point of 62; the deterministic replenishment quantity is 190 units.\"},{\"candidate_id\":\"inventory-issue:052-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_052","scenario_id":"positive_planning_052_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.9,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":16,\"minimum_order_quantity\":1,\"net_available\":55,\"on_hand\":53,\"pack_size\":12,\"reorder_point\":86,\"reorder_quantity\":168,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":147,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":218,\"validated_quantity\":168},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S053-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 55 against a reorder point of 86; the deterministic replenishment quantity is 168 units.\"},{\"candidate_id\":\"followup:order-053-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.5111,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":14,\"minimum_order_quantity\":1,\"net_available\":4,\"on_hand\":4,\"pack_size\":5,\"reorder_point\":53,\"reorder_quantity\":135,\"safety_stock\":3,\"sales_lookback_days\":45,\"sales_units\":158,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":137,\"validated_quantity\":135},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-01-1:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S053-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 4 against a reorder point of 53; the deterministic replenishment quantity is 135 units.\"},{\"candidate_id\":\"followup:order-053-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-02-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.8,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":8,\"minimum_order_quantity\":24,\"net_available\":30,\"on_hand\":30,\"pack_size\":2,\"reorder_point\":42,\"reorder_quantity\":186,\"safety_stock\":3,\"sales_lookback_days\":30,\"sales_units\":144,\"supplier_configured\":true,\"target_coverage_days\":44,\"target_stock\":215,\"validated_quantity\":186},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S053-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 30 against a reorder point of 42; the deterministic replenishment quantity is 186 units.\"},{\"candidate_id\":\"followup:order-053-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-03-0\",\"facts\":{\"committed\":1,\"daily_velocity\":3.6,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":13,\"minimum_order_quantity\":10,\"net_available\":33,\"on_hand\":34,\"pack_size\":12,\"reorder_point\":52,\"reorder_quantity\":132,\"safety_stock\":5,\"sales_lookback_days\":60,\"sales_units\":216,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":160,\"validated_quantity\":132},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S053-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 33 against a reorder point of 52; the deterministic replenishment quantity is 132 units.\"},{\"candidate_id\":\"followup:order-053-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-04-0\",\"facts\":{\"committed\":0,\"daily_velocity\":8.0667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":9,\"minimum_order_quantity\":1,\"net_available\":77,\"on_hand\":74,\"pack_size\":8,\"reorder_point\":80,\"reorder_quantity\":184,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":242,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":258,\"validated_quantity\":184},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-04-1:UNFULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S053-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 77 against a reorder point of 80; the deterministic replenishment quantity is 184 units.\"},{\"candidate_id\":\"followup:order-053-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-05-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.1167,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":18,\"minimum_order_quantity\":20,\"net_available\":59,\"on_hand\":55,\"pack_size\":12,\"reorder_point\":64,\"reorder_quantity\":84,\"safety_stock\":7,\"sales_lookback_days\":60,\"sales_units\":187,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":132,\"validated_quantity\":84},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-05-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S053-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 59 against a reorder point of 64; the deterministic replenishment quantity is 84 units.\"},{\"candidate_id\":\"followup:order-053-05-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":1.1333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":7,\"minimum_order_quantity\":24,\"net_available\":5,\"on_hand\":5,\"pack_size\":4,\"reorder_point\":9,\"reorder_quantity\":40,\"safety_stock\":1,\"sales_lookback_days\":60,\"sales_units\":68,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":45,\"validated_quantity\":40},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S053-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 5 against a reorder point of 9; the deterministic replenishment quantity is 40 units.\"},{\"candidate_id\":\"followup:order-053-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":13.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":16,\"minimum_order_quantity\":12,\"net_available\":208,\"on_hand\":205,\"pack_size\":1,\"reorder_point\":218,\"reorder_quantity\":213,\"safety_stock\":0,\"sales_lookback_days\":14,\"sales_units\":190,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":421,\"validated_quantity\":213},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-07-1:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S053-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 208 against a reorder point of 218; the deterministic replenishment quantity is 213 units.\"},{\"candidate_id\":\"followup:order-053-07-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":5.1667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":17,\"minimum_order_quantity\":24,\"net_available\":38,\"on_hand\":40,\"pack_size\":12,\"reorder_point\":99,\"reorder_quantity\":168,\"safety_stock\":11,\"sales_lookback_days\":30,\"sales_units\":155,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":197,\"validated_quantity\":168},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S053-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 38 against a reorder point of 99; the deterministic replenishment quantity is 168 units.\"},{\"candidate_id\":\"followup:order-053-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:053-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":3.3778,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":3,\"minimum_order_quantity\":1,\"net_available\":5,\"on_hand\":1,\"pack_size\":4,\"reorder_point\":16,\"reorder_quantity\":116,\"safety_stock\":5,\"sales_lookback_days\":45,\"sales_units\":152,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":120,\"validated_quantity\":116},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-053-09-1:UNFULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S053-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:053-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 5 against a reorder point of 16; the deterministic replenishment quantity is 116 units.\"},{\"candidate_id\":\"followup:order-053-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S053-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_053","scenario_id":"positive_planning_053_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-00-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-054-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-00-1:UNFULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S054-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-00-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-00-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-00-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 24 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-054-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-01-1:UNFULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S054-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-01-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-02-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-054-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S054-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-02-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-03-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-054-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-03-1:UNFULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S054-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-03-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-03-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-04-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-054-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-04-1:UNFULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S054-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-04-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-05-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-054-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-05-1:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S054-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-05-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-06-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-054-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S054-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-06-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-06-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-07-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-054-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S054-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-07-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-07-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-08-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-054-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-08-1:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S054-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-08-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-08-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-08-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"inventory-issue:054-09-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-054-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-054-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S054-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:054-09-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-054-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S054-09-1. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_054","scenario_id":"positive_planning_054_09","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.5,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":14,\"minimum_order_quantity\":10,\"net_available\":3,\"on_hand\":3,\"pack_size\":5,\"reorder_point\":37,\"reorder_quantity\":100,\"safety_stock\":2,\"sales_lookback_days\":14,\"sales_units\":35,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":102,\"validated_quantity\":100},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-055-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-00-2:UNFULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S055-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 3 against a reorder point of 37; the deterministic replenishment quantity is 100 units.\"},{\"candidate_id\":\"inventory-issue:055-00-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-00-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-00-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_00","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-01-0\",\"facts\":{\"committed\":1,\"daily_velocity\":1.9667,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":14,\"minimum_order_quantity\":24,\"net_available\":16,\"on_hand\":16,\"pack_size\":4,\"reorder_point\":29,\"reorder_quantity\":52,\"safety_stock\":1,\"sales_lookback_days\":60,\"sales_units\":118,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":66,\"validated_quantity\":52},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-01-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-055-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-01-2:UNFULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S055-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 16 against a reorder point of 29; the deterministic replenishment quantity is 52 units.\"},{\"candidate_id\":\"inventory-issue:055-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-01-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-01-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_01","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-02-0\",\"facts\":{\"committed\":2,\"daily_velocity\":4.8,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":14,\"minimum_order_quantity\":1,\"net_available\":43,\"on_hand\":41,\"pack_size\":1,\"reorder_point\":75,\"reorder_quantity\":89,\"safety_stock\":7,\"sales_lookback_days\":45,\"sales_units\":216,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":132,\"validated_quantity\":89},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-02-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-055-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-02-2:UNFULFILLED\",\"facts\":{\"age_days\":5,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S055-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 43 against a reorder point of 75; the deterministic replenishment quantity is 89 units.\"},{\"candidate_id\":\"inventory-issue:055-02-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -5 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-02-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-02-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_02","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-03-0\",\"facts\":{\"committed\":1,\"daily_velocity\":5.1111,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":12,\"net_available\":1,\"on_hand\":2,\"pack_size\":6,\"reorder_point\":48,\"reorder_quantity\":258,\"safety_stock\":12,\"sales_lookback_days\":45,\"sales_units\":230,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":258,\"validated_quantity\":258},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-03-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-055-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-03-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S055-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 1 against a reorder point of 48; the deterministic replenishment quantity is 258 units.\"},{\"candidate_id\":\"inventory-issue:055-03-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-03-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-03-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_03","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":0.9667,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":15,\"minimum_order_quantity\":20,\"net_available\":23,\"on_hand\":22,\"pack_size\":4,\"reorder_point\":24,\"reorder_quantity\":24,\"safety_stock\":9,\"sales_lookback_days\":60,\"sales_units\":58,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":44,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-04-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-055-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-04-2:UNFULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S055-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 23 against a reorder point of 24; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"inventory-issue:055-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-04-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-04-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_04","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":10.6429,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":8,\"minimum_order_quantity\":20,\"net_available\":26,\"on_hand\":27,\"pack_size\":12,\"reorder_point\":91,\"reorder_quantity\":444,\"safety_stock\":5,\"sales_lookback_days\":14,\"sales_units\":149,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":463,\"validated_quantity\":444},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-05-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-055-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-05-2:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S055-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 26 against a reorder point of 91; the deterministic replenishment quantity is 444 units.\"},{\"candidate_id\":\"inventory-issue:055-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-05-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-05-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_05","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":16.6429,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":17,\"minimum_order_quantity\":24,\"net_available\":223,\"on_hand\":224,\"pack_size\":5,\"reorder_point\":284,\"reorder_quantity\":530,\"safety_stock\":1,\"sales_lookback_days\":14,\"sales_units\":233,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":750,\"validated_quantity\":530},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-06-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-055-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-06-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S055-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 223 against a reorder point of 284; the deterministic replenishment quantity is 530 units.\"},{\"candidate_id\":\"inventory-issue:055-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -8 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-06-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-06-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_06","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.4286,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":11,\"minimum_order_quantity\":10,\"net_available\":29,\"on_hand\":29,\"pack_size\":6,\"reorder_point\":58,\"reorder_quantity\":96,\"safety_stock\":9,\"sales_lookback_days\":14,\"sales_units\":62,\"supplier_configured\":true,\"target_coverage_days\":25,\"target_stock\":120,\"validated_quantity\":96},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-07-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-055-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-07-2:UNFULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S055-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 29 against a reorder point of 58; the deterministic replenishment quantity is 96 units.\"},{\"candidate_id\":\"inventory-issue:055-07-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-07-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-07-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained unfulfilled for 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_07","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":0.9333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":12,\"minimum_order_quantity\":12,\"net_available\":7,\"on_hand\":9,\"pack_size\":12,\"reorder_point\":22,\"reorder_quantity\":36,\"safety_stock\":10,\"sales_lookback_days\":30,\"sales_units\":28,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":39,\"validated_quantity\":36},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-08-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-055-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-08-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S055-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 22; the deterministic replenishment quantity is 36 units.\"},{\"candidate_id\":\"inventory-issue:055-08-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has 0 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-08-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-08-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"high\",\"rationale\":\"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_08","split":"train","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:055-09-0\",\"facts\":{\"committed\":8,\"daily_velocity\":0.9667,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":15,\"minimum_order_quantity\":6,\"net_available\":-4,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":15,\"reorder_quantity\":52,\"safety_stock\":0,\"sales_lookback_days\":30,\"sales_units\":29,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":47,\"validated_quantity\":52},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:055-09-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-055-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-055-09-2:UNFULFILLED\",\"facts\":{\"age_days\":6,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S055-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:055-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 15; the deterministic replenishment quantity is 52 units.\"},{\"candidate_id\":\"inventory-issue:055-09-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -4 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-055-09-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S055-09-2. Our team is reviewing its status and will share the next update shortly.\",\"operation_type\":\"draft_order_followup\",\"priority\":\"medium\",\"rationale\":\"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_055","scenario_id":"positive_planning_055_09","split":"train","synthetic":true,"task":"operation_plan"}}