test.jsonl

{"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\":460,\"stockout_risks\":4,\"supplier_coverage\":0.47,\"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\":\"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\":\"14 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_027","scenario_id":"capability_advice_027_00","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":398,\"stockout_risks\":3,\"supplier_coverage\":1.0,\"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 13 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_027","scenario_id":"capability_advice_027_01","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":249,\"stockout_risks\":0,\"supplier_coverage\":0.55,\"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\":\"restock_inventory\",\"reason\":\"The rule engine identified 12 eligible inventory shortages.\"},{\"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_027","scenario_id":"capability_advice_027_02","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":461,\"stockout_risks\":5,\"supplier_coverage\":0.81,\"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\":\"17 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\":\"3 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_027","scenario_id":"capability_advice_027_03","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":218,\"stockout_risks\":2,\"supplier_coverage\":0.72,\"unfulfilled_orders\":1}}","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 2 stockout exceptions requiring attention.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"Follow-up review may help with 1 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_027","scenario_id":"capability_advice_027_04","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":100,\"stockout_risks\":1,\"supplier_coverage\":0.75,\"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_027","scenario_id":"capability_advice_027_05","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":320,\"stockout_risks\":0,\"supplier_coverage\":0.95,\"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\":\"16 inventory positions are below their reorder points.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"3 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_027","scenario_id":"capability_advice_027_06","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":124,\"stockout_risks\":3,\"supplier_coverage\":0.88,\"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 5 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_027","scenario_id":"capability_advice_027_07","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":177,\"stockout_risks\":4,\"supplier_coverage\":0.63,\"unfulfilled_orders\":15}}","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 4 immediate inventory risks.\"},{\"operation_type\":\"draft_order_followup\",\"reason\":\"The store has 15 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_027","scenario_id":"capability_advice_027_08","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":236,\"stockout_risks\":5,\"supplier_coverage\":0.51,\"unfulfilled_orders\":7}}","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\":\"7 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_027","scenario_id":"capability_advice_027_09","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":61,\"stockout_risks\":0,\"supplier_coverage\":0.48,\"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_028","scenario_id":"capability_advice_028_00","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":232,\"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_028","scenario_id":"capability_advice_028_01","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":456,\"stockout_risks\":0,\"supplier_coverage\":0.48,\"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_028","scenario_id":"capability_advice_028_02","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":328,\"stockout_risks\":0,\"supplier_coverage\":0.79,\"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_028","scenario_id":"capability_advice_028_03","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":367,\"stockout_risks\":0,\"supplier_coverage\":0.66,\"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_028","scenario_id":"capability_advice_028_04","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":57,\"stockout_risks\":0,\"supplier_coverage\":0.62,\"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_028","scenario_id":"capability_advice_028_05","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":277,\"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_028","scenario_id":"capability_advice_028_06","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":58,\"stockout_risks\":0,\"supplier_coverage\":0.77,\"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_028","scenario_id":"capability_advice_028_07","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":133,\"stockout_risks\":0,\"supplier_coverage\":0.58,\"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_028","scenario_id":"capability_advice_028_08","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":49,\"stockout_risks\":0,\"supplier_coverage\":0.9,\"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_028","scenario_id":"capability_advice_028_09","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":244,\"stockout_risks\":1,\"supplier_coverage\":0.72,\"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\":\"2 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\":\"1 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_00","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":168,\"stockout_risks\":1,\"supplier_coverage\":0.64,\"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 1 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_029","scenario_id":"capability_advice_029_01","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":319,\"stockout_risks\":2,\"supplier_coverage\":0.7,\"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 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 12 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_02","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":212,\"stockout_risks\":4,\"supplier_coverage\":0.36,\"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\":\"7 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\":\"10 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_03","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":158,\"stockout_risks\":4,\"supplier_coverage\":0.6,\"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 9 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 2 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_04","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":401,\"stockout_risks\":6,\"supplier_coverage\":0.83,\"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 13 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 11 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_05","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":142,\"stockout_risks\":3,\"supplier_coverage\":0.43,\"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\":\"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\":\"8 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_06","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":101,\"stockout_risks\":4,\"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 11 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 7 unfulfilled orders.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_07","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":69,\"stockout_risks\":4,\"supplier_coverage\":0.99,\"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\":\"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 1 fulfilment cases eligible for monitoring.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_08","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":248,\"stockout_risks\":1,\"supplier_coverage\":0.69,\"unfulfilled_orders\":9}}","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\":\"9 orders are currently unfulfilled.\"}]}","role":"assistant"}],"metadata":{"category":"capability_advice","scenario_family":"synthetic_capability_advice_029","scenario_id":"capability_advice_029_09","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":102,\"stockout_risks\":3,\"supplier_coverage\":0.91,\"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_014","scenario_id":"conversational_correction_014_00","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":7,\"products\":169,\"stockout_risks\":3,\"supplier_coverage\":0.79,\"unfulfilled_orders\":6}}","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_014","scenario_id":"conversational_correction_014_01","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":142,\"stockout_risks\":3,\"supplier_coverage\":0.61,\"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_014","scenario_id":"conversational_correction_014_02","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":2,\"products\":27,\"stockout_risks\":3,\"supplier_coverage\":0.66,\"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_014","scenario_id":"conversational_correction_014_03","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":9,\"products\":130,\"stockout_risks\":4,\"supplier_coverage\":0.9,\"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_014","scenario_id":"conversational_correction_014_04","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":129,\"stockout_risks\":0,\"supplier_coverage\":0.82,\"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_014","scenario_id":"conversational_correction_014_05","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":180,\"stockout_risks\":3,\"supplier_coverage\":0.73,\"unfulfilled_orders\":11}}","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_014","scenario_id":"conversational_correction_014_06","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":13,\"products\":142,\"stockout_risks\":4,\"supplier_coverage\":0.9,\"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_014","scenario_id":"conversational_correction_014_07","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":4,\"products\":197,\"stockout_risks\":4,\"supplier_coverage\":1.0,\"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_014","scenario_id":"conversational_correction_014_08","split":"test","synthetic":true,"task":"capability_advice"}}
{"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\":1,\"supplier_coverage\":0.97,\"unfulfilled_orders\":3}}","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_014","scenario_id":"conversational_correction_014_09","split":"test","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":"{\"calculated_quantity\":34,\"candidate_id\":\"restock:022-00\",\"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_022","scenario_id":"negative_safety_022_00","split":"test","synthetic":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\":8,\"candidate_id\":\"restock:022-01\",\"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_022","scenario_id":"negative_safety_022_01","split":"test","synthetic":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\":36,\"candidate_id\":\"restock:022-02\",\"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_022","scenario_id":"negative_safety_022_02","split":"test","synthetic":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\":21,\"candidate_id\":\"restock:022-03\",\"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_022","scenario_id":"negative_safety_022_03","split":"test","synthetic":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\":52,\"candidate_id\":\"restock:022-04\",\"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_022","scenario_id":"negative_safety_022_04","split":"test","synthetic":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\":31,\"candidate_id\":\"restock:022-05\",\"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_022","scenario_id":"negative_safety_022_05","split":"test","synthetic":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:022-06\",\"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_022","scenario_id":"negative_safety_022_06","split":"test","synthetic":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:022-07\",\"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_022","scenario_id":"negative_safety_022_07","split":"test","synthetic":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\":19,\"candidate_id\":\"restock:022-08\",\"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_022","scenario_id":"negative_safety_022_08","split":"test","synthetic":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\":50,\"candidate_id\":\"restock:022-09\",\"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_022","scenario_id":"negative_safety_022_09","split":"test","synthetic":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\":4,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"fulfillment_status\":\"FULFILLED\",\"order\":\"#S023-00\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_00","split":"test","synthetic":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\":\"#S023-01\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_01","split":"test","synthetic":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\":\"#S023-02\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_02","split":"test","synthetic":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\":\"#S023-03\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_03","split":"test","synthetic":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\":\"#S023-04\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_04","split":"test","synthetic":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\":\"#S023-05\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_05","split":"test","synthetic":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\":\"#S023-06\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_06","split":"test","synthetic":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\":\"#S023-07\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_07","split":"test","synthetic":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\":\"#S023-08\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_08","split":"test","synthetic":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\":\"#S023-09\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_023","scenario_id":"negative_safety_023_09","split":"test","synthetic":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\":4,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S024-00\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_00","split":"test","synthetic":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\":\"#S024-01\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_01","split":"test","synthetic":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,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S024-02\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_02","split":"test","synthetic":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\":\"#S024-03\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_03","split":"test","synthetic":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\":\"#S024-04\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_04","split":"test","synthetic":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\":\"#S024-05\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_05","split":"test","synthetic":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,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S024-06\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_06","split":"test","synthetic":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,\"cancelled\":true,\"candidates\":[],\"enabled_operations\":[\"restock_inventory\",\"flag_issue\",\"draft_order_followup\"],\"order\":\"#S024-07\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_07","split":"test","synthetic":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\":\"#S024-08\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_08","split":"test","synthetic":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\":\"#S024-09\"}","role":"user"},{"content":"{\"operations\":[]}","role":"assistant"}],"metadata":{"category":"negative_safety","scenario_family":"synthetic_negative_safety_024","scenario_id":"negative_safety_024_09","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-00-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.4,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":12,\"minimum_order_quantity\":20,\"net_available\":54,\"on_hand\":53,\"pack_size\":12,\"reorder_point\":61,\"reorder_quantity\":132,\"safety_stock\":8,\"sales_lookback_days\":45,\"sales_units\":198,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":176,\"validated_quantity\":132},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 54 against a reorder point of 61; the deterministic replenishment quantity is 132 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_00","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-01-0\",\"facts\":{\"committed\":0,\"daily_velocity\":0.3167,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":6,\"net_available\":3,\"on_hand\":3,\"pack_size\":12,\"reorder_point\":5,\"reorder_quantity\":12,\"safety_stock\":2,\"sales_lookback_days\":60,\"sales_units\":19,\"supplier_configured\":true,\"target_coverage_days\":27,\"target_stock\":11,\"validated_quantity\":12},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-01-0\",\"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.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_01","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-02-0\",\"facts\":{\"committed\":8,\"daily_velocity\":2.5778,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":24,\"net_available\":-5,\"on_hand\":0,\"pack_size\":12,\"reorder_point\":53,\"reorder_quantity\":144,\"safety_stock\":6,\"sales_lookback_days\":45,\"sales_units\":116,\"supplier_configured\":true,\"target_coverage_days\":48,\"target_stock\":130,\"validated_quantity\":144},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 53; the deterministic replenishment quantity is 144 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_02","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-03-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.8571,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":16,\"minimum_order_quantity\":20,\"net_available\":69,\"on_hand\":67,\"pack_size\":2,\"reorder_point\":100,\"reorder_quantity\":114,\"safety_stock\":6,\"sales_lookback_days\":14,\"sales_units\":82,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":182,\"validated_quantity\":114},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 69 against a reorder point of 100; the deterministic replenishment quantity is 114 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_03","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-04-0\",\"facts\":{\"committed\":2,\"daily_velocity\":12.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":6,\"minimum_order_quantity\":20,\"net_available\":31,\"on_hand\":32,\"pack_size\":12,\"reorder_point\":76,\"reorder_quantity\":552,\"safety_stock\":0,\"sales_lookback_days\":14,\"sales_units\":176,\"supplier_configured\":true,\"target_coverage_days\":46,\"target_stock\":579,\"validated_quantity\":552},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 31 against a reorder point of 76; the deterministic replenishment quantity is 552 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_04","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":6.0,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":17,\"minimum_order_quantity\":12,\"net_available\":2,\"on_hand\":0,\"pack_size\":5,\"reorder_point\":105,\"reorder_quantity\":255,\"safety_stock\":3,\"sales_lookback_days\":14,\"sales_units\":84,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":255,\"validated_quantity\":255},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 105; the deterministic replenishment quantity is 255 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_05","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":11.3571,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":24,\"net_available\":117,\"on_hand\":115,\"pack_size\":5,\"reorder_point\":217,\"reorder_quantity\":430,\"safety_stock\":12,\"sales_lookback_days\":14,\"sales_units\":159,\"supplier_configured\":true,\"target_coverage_days\":47,\"target_stock\":546,\"validated_quantity\":430},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 117 against a reorder point of 217; the deterministic replenishment quantity is 430 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_06","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.4833,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":8,\"minimum_order_quantity\":12,\"net_available\":7,\"on_hand\":4,\"pack_size\":12,\"reorder_point\":32,\"reorder_quantity\":120,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":149,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":117,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 7 against a reorder point of 32; the deterministic replenishment quantity is 120 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_07","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-08-0\",\"facts\":{\"committed\":4,\"daily_velocity\":2.1778,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":11,\"minimum_order_quantity\":1,\"net_available\":-1,\"on_hand\":0,\"pack_size\":8,\"reorder_point\":29,\"reorder_quantity\":104,\"safety_stock\":5,\"sales_lookback_days\":45,\"sales_units\":98,\"supplier_configured\":true,\"target_coverage_days\":45,\"target_stock\":103,\"validated_quantity\":104},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 29; the deterministic replenishment quantity is 104 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_08","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:063-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":6.5,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":6,\"minimum_order_quantity\":10,\"net_available\":35,\"on_hand\":35,\"pack_size\":8,\"reorder_point\":50,\"reorder_quantity\":208,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":91,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":239,\"validated_quantity\":208},\"operation_type\":\"restock_inventory\"}],\"enabled_operations\":[\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:063-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 35 against a reorder point of 50; the deterministic replenishment quantity is 208 units.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_063","scenario_id":"positive_planning_063_09","split":"test","synthetic":true,"task":"operation_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:064-00-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-064-00-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-00-0\",\"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_064","scenario_id":"positive_planning_064_00","split":"test","synthetic":true,"task":"operation_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:064-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-064-01-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-01-0\",\"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_064","scenario_id":"positive_planning_064_01","split":"test","synthetic":true,"task":"operation_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:064-02-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-064-02-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-02-0\",\"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_064","scenario_id":"positive_planning_064_02","split":"test","synthetic":true,"task":"operation_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:064-03-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-064-03-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-03-0\",\"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_064","scenario_id":"positive_planning_064_03","split":"test","synthetic":true,"task":"operation_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:064-04-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-8,\"severity\":\"high\",\"sku\":\"SKU-064-04-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-04-0\",\"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_064","scenario_id":"positive_planning_064_04","split":"test","synthetic":true,"task":"operation_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:064-05-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-064-05-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-05-0\",\"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_064","scenario_id":"positive_planning_064_05","split":"test","synthetic":true,"task":"operation_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:064-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-064-06-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-06-0\",\"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_064","scenario_id":"positive_planning_064_06","split":"test","synthetic":true,"task":"operation_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:064-07-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-064-07-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-07-0\",\"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_064","scenario_id":"positive_planning_064_07","split":"test","synthetic":true,"task":"operation_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:064-08-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-064-08-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-08-0\",\"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_064","scenario_id":"positive_planning_064_08","split":"test","synthetic":true,"task":"operation_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:064-09-0\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-064-09-0\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:064-09-0\",\"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_064","scenario_id":"positive_planning_064_09","split":"test","synthetic":true,"task":"operation_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-065-00-0:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S065-00-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-00-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-00-0. 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 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_065","scenario_id":"positive_planning_065_00","split":"test","synthetic":true,"task":"operation_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-065-01-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S065-01-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-01-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-01-0. 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 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_065","scenario_id":"positive_planning_065_01","split":"test","synthetic":true,"task":"operation_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-065-02-0:UNFULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S065-02-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-02-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-02-0. 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 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_065","scenario_id":"positive_planning_065_02","split":"test","synthetic":true,"task":"operation_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-065-03-0:UNFULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S065-03-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-03-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-03-0. 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 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_065","scenario_id":"positive_planning_065_03","split":"test","synthetic":true,"task":"operation_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-065-04-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S065-04-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-04-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-04-0. 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 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_065","scenario_id":"positive_planning_065_04","split":"test","synthetic":true,"task":"operation_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-065-05-0:UNFULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S065-05-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-05-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-05-0. 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 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_065","scenario_id":"positive_planning_065_05","split":"test","synthetic":true,"task":"operation_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-065-06-0:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S065-06-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-06-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-06-0. 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_065","scenario_id":"positive_planning_065_06","split":"test","synthetic":true,"task":"operation_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-065-07-0:UNFULFILLED\",\"facts\":{\"age_days\":17,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S065-07-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-07-0:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-07-0. 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 17 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_065","scenario_id":"positive_planning_065_07","split":"test","synthetic":true,"task":"operation_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-065-08-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S065-08-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-08-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-08-0. 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_065","scenario_id":"positive_planning_065_08","split":"test","synthetic":true,"task":"operation_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-065-09-0:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S065-09-0\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"followup:order-065-09-0:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S065-09-0. 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 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_065","scenario_id":"positive_planning_065_09","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-00-0\",\"facts\":{\"committed\":8,\"daily_velocity\":3.3333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":5,\"minimum_order_quantity\":1,\"net_available\":-4,\"on_hand\":0,\"pack_size\":2,\"reorder_point\":17,\"reorder_quantity\":148,\"safety_stock\":0,\"sales_lookback_days\":30,\"sales_units\":100,\"supplier_configured\":true,\"target_coverage_days\":43,\"target_stock\":144,\"validated_quantity\":148},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-066-00-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-00-0\",\"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 148 units.\"},{\"candidate_id\":\"inventory-issue:066-00-1\",\"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_066","scenario_id":"positive_planning_066_00","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.0333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":9,\"minimum_order_quantity\":20,\"net_available\":-1,\"on_hand\":0,\"pack_size\":8,\"reorder_point\":21,\"reorder_quantity\":72,\"safety_stock\":2,\"sales_lookback_days\":60,\"sales_units\":122,\"supplier_configured\":true,\"target_coverage_days\":32,\"target_stock\":68,\"validated_quantity\":72},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-01-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-066-01-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -1 against a reorder point of 21; the deterministic replenishment quantity is 72 units.\"},{\"candidate_id\":\"inventory-issue:066-01-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -9 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_066","scenario_id":"positive_planning_066_01","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":2.95,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":14,\"minimum_order_quantity\":10,\"net_available\":5,\"on_hand\":1,\"pack_size\":4,\"reorder_point\":52,\"reorder_quantity\":84,\"safety_stock\":10,\"sales_lookback_days\":60,\"sales_units\":177,\"supplier_configured\":true,\"target_coverage_days\":26,\"target_stock\":87,\"validated_quantity\":84},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-02-1\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-066-02-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 5 against a reorder point of 52; the deterministic replenishment quantity is 84 units.\"},{\"candidate_id\":\"inventory-issue:066-02-1\",\"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_066","scenario_id":"positive_planning_066_02","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-03-0\",\"facts\":{\"committed\":2,\"daily_velocity\":17.2857,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":18,\"minimum_order_quantity\":20,\"net_available\":193,\"on_hand\":193,\"pack_size\":8,\"reorder_point\":323,\"reorder_quantity\":448,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":242,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":634,\"validated_quantity\":448},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-03-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-066-03-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 193 against a reorder point of 323; the deterministic replenishment quantity is 448 units.\"},{\"candidate_id\":\"inventory-issue:066-03-1\",\"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_066","scenario_id":"positive_planning_066_03","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-04-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.6444,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":15,\"minimum_order_quantity\":24,\"net_available\":26,\"on_hand\":26,\"pack_size\":8,\"reorder_point\":64,\"reorder_quantity\":168,\"safety_stock\":9,\"sales_lookback_days\":45,\"sales_units\":164,\"supplier_configured\":true,\"target_coverage_days\":49,\"target_stock\":188,\"validated_quantity\":168},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-04-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-066-04-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 26 against a reorder point of 64; the deterministic replenishment quantity is 168 units.\"},{\"candidate_id\":\"inventory-issue:066-04-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_066","scenario_id":"positive_planning_066_04","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-05-0\",\"facts\":{\"committed\":3,\"daily_velocity\":0.7167,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":18,\"minimum_order_quantity\":1,\"net_available\":7,\"on_hand\":10,\"pack_size\":5,\"reorder_point\":18,\"reorder_quantity\":20,\"safety_stock\":5,\"sales_lookback_days\":60,\"sales_units\":43,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":26,\"validated_quantity\":20},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-05-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-066-05-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-05-0\",\"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 20 units.\"},{\"candidate_id\":\"inventory-issue:066-05-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -7 net available units and qualifies as a stockout exception.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_066","scenario_id":"positive_planning_066_05","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-06-0\",\"facts\":{\"committed\":3,\"daily_velocity\":5.2333,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":24,\"net_available\":2,\"on_hand\":3,\"pack_size\":8,\"reorder_point\":25,\"reorder_quantity\":192,\"safety_stock\":9,\"sales_lookback_days\":30,\"sales_units\":157,\"supplier_configured\":true,\"target_coverage_days\":34,\"target_stock\":187,\"validated_quantity\":192},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-06-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-066-06-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-06-0\",\"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 192 units.\"},{\"candidate_id\":\"inventory-issue:066-06-1\",\"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_066","scenario_id":"positive_planning_066_06","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-07-0\",\"facts\":{\"committed\":8,\"daily_velocity\":3.2143,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":5,\"minimum_order_quantity\":12,\"net_available\":-5,\"on_hand\":1,\"pack_size\":2,\"reorder_point\":21,\"reorder_quantity\":128,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":45,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":123,\"validated_quantity\":128},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-07-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-7,\"severity\":\"high\",\"sku\":\"SKU-066-07-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -5 against a reorder point of 21; the deterministic replenishment quantity is 128 units.\"},{\"candidate_id\":\"inventory-issue:066-07-1\",\"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_066","scenario_id":"positive_planning_066_07","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-08-0\",\"facts\":{\"committed\":0,\"daily_velocity\":7.0333,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":18,\"minimum_order_quantity\":24,\"net_available\":41,\"on_hand\":40,\"pack_size\":8,\"reorder_point\":138,\"reorder_quantity\":224,\"safety_stock\":11,\"sales_lookback_days\":30,\"sales_units\":211,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":258,\"validated_quantity\":224},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-08-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-066-08-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 41 against a reorder point of 138; the deterministic replenishment quantity is 224 units.\"},{\"candidate_id\":\"inventory-issue:066-08-1\",\"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_066","scenario_id":"positive_planning_066_08","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:066-09-0\",\"facts\":{\"committed\":2,\"daily_velocity\":0.4667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":8,\"minimum_order_quantity\":20,\"net_available\":0,\"on_hand\":2,\"pack_size\":4,\"reorder_point\":14,\"reorder_quantity\":28,\"safety_stock\":10,\"sales_lookback_days\":45,\"sales_units\":21,\"supplier_configured\":true,\"target_coverage_days\":38,\"target_stock\":28,\"validated_quantity\":28},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:066-09-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-066-09-1\"},\"operation_type\":\"flag_issue\"}],\"enabled_operations\":[\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:066-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 14; the deterministic replenishment quantity is 28 units.\"},{\"candidate_id\":\"inventory-issue:066-09-1\",\"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_066","scenario_id":"positive_planning_066_09","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-00-0\",\"facts\":{\"committed\":3,\"daily_velocity\":4.3,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":16,\"minimum_order_quantity\":10,\"net_available\":21,\"on_hand\":21,\"pack_size\":1,\"reorder_point\":69,\"reorder_quantity\":130,\"safety_stock\":0,\"sales_lookback_days\":60,\"sales_units\":258,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":151,\"validated_quantity\":130},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S067-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-00-0\",\"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 130 units.\"},{\"candidate_id\":\"followup:order-067-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-00-1. 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 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_067","scenario_id":"positive_planning_067_00","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-01-0\",\"facts\":{\"committed\":2,\"daily_velocity\":11.1429,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":17,\"minimum_order_quantity\":6,\"net_available\":81,\"on_hand\":83,\"pack_size\":12,\"reorder_point\":201,\"reorder_quantity\":300,\"safety_stock\":11,\"sales_lookback_days\":14,\"sales_units\":156,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":379,\"validated_quantity\":300},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-01-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S067-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 81 against a reorder point of 201; the deterministic replenishment quantity is 300 units.\"},{\"candidate_id\":\"followup:order-067-01-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-01-1. 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 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_067","scenario_id":"positive_planning_067_01","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-02-0\",\"facts\":{\"committed\":0,\"daily_velocity\":4.0222,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":3,\"minimum_order_quantity\":12,\"net_available\":2,\"on_hand\":0,\"pack_size\":12,\"reorder_point\":21,\"reorder_quantity\":132,\"safety_stock\":8,\"sales_lookback_days\":45,\"sales_units\":181,\"supplier_configured\":true,\"target_coverage_days\":31,\"target_stock\":133,\"validated_quantity\":132},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S067-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 2 against a reorder point of 21; the deterministic replenishment quantity is 132 units.\"},{\"candidate_id\":\"followup:order-067-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-02-1. 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_067","scenario_id":"positive_planning_067_02","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-03-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.5167,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":9,\"minimum_order_quantity\":20,\"net_available\":18,\"on_hand\":20,\"pack_size\":2,\"reorder_point\":27,\"reorder_quantity\":70,\"safety_stock\":4,\"sales_lookback_days\":60,\"sales_units\":151,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":88,\"validated_quantity\":70},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-03-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S067-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-03-0\",\"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 70 units.\"},{\"candidate_id\":\"followup:order-067-03-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-03-1. 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_067","scenario_id":"positive_planning_067_03","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-04-0\",\"facts\":{\"committed\":4,\"daily_velocity\":1.5333,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":9,\"minimum_order_quantity\":24,\"net_available\":-2,\"on_hand\":2,\"pack_size\":6,\"reorder_point\":20,\"reorder_quantity\":66,\"safety_stock\":6,\"sales_lookback_days\":45,\"sales_units\":69,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":60,\"validated_quantity\":66},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-04-1:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S067-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-04-0\",\"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 66 units.\"},{\"candidate_id\":\"followup:order-067-04-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-04-1. 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_067","scenario_id":"positive_planning_067_04","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-05-0\",\"facts\":{\"committed\":1,\"daily_velocity\":15.2143,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":18,\"minimum_order_quantity\":20,\"net_available\":79,\"on_hand\":77,\"pack_size\":1,\"reorder_point\":278,\"reorder_quantity\":351,\"safety_stock\":4,\"sales_lookback_days\":14,\"sales_units\":213,\"supplier_configured\":true,\"target_coverage_days\":28,\"target_stock\":430,\"validated_quantity\":351},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-05-1:UNFULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S067-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 79 against a reorder point of 278; the deterministic replenishment quantity is 351 units.\"},{\"candidate_id\":\"followup:order-067-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-05-1. 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 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_067","scenario_id":"positive_planning_067_05","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-06-0\",\"facts\":{\"committed\":3,\"daily_velocity\":3.4167,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":13,\"minimum_order_quantity\":6,\"net_available\":-2,\"on_hand\":1,\"pack_size\":12,\"reorder_point\":57,\"reorder_quantity\":120,\"safety_stock\":12,\"sales_lookback_days\":60,\"sales_units\":205,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":112,\"validated_quantity\":120},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-06-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":15,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S067-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -2 against a reorder point of 57; the deterministic replenishment quantity is 120 units.\"},{\"candidate_id\":\"followup:order-067-06-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-06-1. 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 15 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_067","scenario_id":"positive_planning_067_06","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-07-0\",\"facts\":{\"committed\":0,\"daily_velocity\":1.3333,\"data_complete\":true,\"eligible\":true,\"inbound\":4,\"lead_time_days\":11,\"minimum_order_quantity\":12,\"net_available\":14,\"on_hand\":10,\"pack_size\":4,\"reorder_point\":21,\"reorder_quantity\":32,\"safety_stock\":6,\"sales_lookback_days\":60,\"sales_units\":80,\"supplier_configured\":true,\"target_coverage_days\":29,\"target_stock\":45,\"validated_quantity\":32},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":11,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S067-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 14 against a reorder point of 21; the deterministic replenishment quantity is 32 units.\"},{\"candidate_id\":\"followup:order-067-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-07-1. 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 11 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_067","scenario_id":"positive_planning_067_07","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-08-0\",\"facts\":{\"committed\":2,\"daily_velocity\":4.8444,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":9,\"minimum_order_quantity\":20,\"net_available\":15,\"on_hand\":14,\"pack_size\":2,\"reorder_point\":55,\"reorder_quantity\":190,\"safety_stock\":11,\"sales_lookback_days\":45,\"sales_units\":218,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":205,\"validated_quantity\":190},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-08-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":16,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S067-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 15 against a reorder point of 55; the deterministic replenishment quantity is 190 units.\"},{\"candidate_id\":\"followup:order-067-08-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-08-1. 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 16 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_067","scenario_id":"positive_planning_067_08","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:067-09-0\",\"facts\":{\"committed\":0,\"daily_velocity\":5.0444,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":13,\"minimum_order_quantity\":12,\"net_available\":42,\"on_hand\":42,\"pack_size\":2,\"reorder_point\":66,\"reorder_quantity\":140,\"safety_stock\":0,\"sales_lookback_days\":45,\"sales_units\":227,\"supplier_configured\":true,\"target_coverage_days\":36,\"target_stock\":182,\"validated_quantity\":140},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"followup:order-067-09-1:UNFULFILLED\",\"facts\":{\"age_days\":9,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S067-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:067-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 42 against a reorder point of 66; the deterministic replenishment quantity is 140 units.\"},{\"candidate_id\":\"followup:order-067-09-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S067-09-1. 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 9 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_067","scenario_id":"positive_planning_067_09","split":"test","synthetic":true,"task":"operation_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:068-00-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-068-00-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-00-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":23,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S068-00-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-00-0\",\"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-068-00-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-00-1. 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 23 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_068","scenario_id":"positive_planning_068_00","split":"test","synthetic":true,"task":"operation_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:068-01-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-068-01-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-01-1:UNFULFILLED\",\"facts\":{\"age_days\":24,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S068-01-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-01-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -2 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-068-01-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-01-1. 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_068","scenario_id":"positive_planning_068_01","split":"test","synthetic":true,"task":"operation_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:068-02-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-068-02-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-02-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S068-02-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-02-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -6 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-068-02-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-02-1. 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_068","scenario_id":"positive_planning_068_02","split":"test","synthetic":true,"task":"operation_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:068-03-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-068-03-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-03-1:UNFULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S068-03-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-03-0\",\"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-068-03-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-03-1. 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 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_068","scenario_id":"positive_planning_068_03","split":"test","synthetic":true,"task":"operation_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:068-04-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-1,\"severity\":\"high\",\"sku\":\"SKU-068-04-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-04-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":8,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S068-04-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-04-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -1 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-068-04-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-04-1. 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 8 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_068","scenario_id":"positive_planning_068_04","split":"test","synthetic":true,"task":"operation_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:068-05-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-068-05-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-05-1:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S068-05-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-05-0\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-068-05-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-05-1. 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 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_068","scenario_id":"positive_planning_068_05","split":"test","synthetic":true,"task":"operation_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:068-06-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-068-06-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-06-1:UNFULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S068-06-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-06-0\",\"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-068-06-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-06-1. 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_068","scenario_id":"positive_planning_068_06","split":"test","synthetic":true,"task":"operation_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:068-07-0\",\"facts\":{\"location\":\"Location 4\",\"net_available\":-5,\"severity\":\"high\",\"sku\":\"SKU-068-07-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-07-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S068-07-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-07-0\",\"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-068-07-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-07-1. 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_068","scenario_id":"positive_planning_068_07","split":"test","synthetic":true,"task":"operation_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:068-08-0\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-2,\"severity\":\"high\",\"sku\":\"SKU-068-08-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-08-1:UNFULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S068-08-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-08-0\",\"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-068-08-1:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-08-1. 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 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_068","scenario_id":"positive_planning_068_08","split":"test","synthetic":true,"task":"operation_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:068-09-0\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-068-09-0\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-068-09-1:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":21,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S068-09-1\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"inventory-issue:068-09-0\",\"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-068-09-1:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S068-09-1. 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 21 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_068","scenario_id":"positive_planning_068_09","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-00-0\",\"facts\":{\"committed\":1,\"daily_velocity\":1.5714,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":11,\"minimum_order_quantity\":20,\"net_available\":10,\"on_hand\":8,\"pack_size\":6,\"reorder_point\":23,\"reorder_quantity\":66,\"safety_stock\":5,\"sales_lookback_days\":14,\"sales_units\":22,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":71,\"validated_quantity\":66},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-00-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-069-00-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-00-2:UNFULFILLED\",\"facts\":{\"age_days\":13,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S069-00-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-00-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 10 against a reorder point of 23; the deterministic replenishment quantity is 66 units.\"},{\"candidate_id\":\"inventory-issue:069-00-1\",\"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-069-00-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-00-2. 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 13 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_00","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-01-0\",\"facts\":{\"committed\":3,\"daily_velocity\":4.0167,\"data_complete\":true,\"eligible\":true,\"inbound\":1,\"lead_time_days\":15,\"minimum_order_quantity\":20,\"net_available\":0,\"on_hand\":2,\"pack_size\":6,\"reorder_point\":69,\"reorder_quantity\":180,\"safety_stock\":8,\"sales_lookback_days\":60,\"sales_units\":241,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":177,\"validated_quantity\":180},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-01-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-069-01-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-01-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":14,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S069-01-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-01-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 0 against a reorder point of 69; the deterministic replenishment quantity is 180 units.\"},{\"candidate_id\":\"inventory-issue:069-01-1\",\"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-069-01-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-01-2. 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 14 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_01","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-02-0\",\"facts\":{\"committed\":3,\"daily_velocity\":0.45,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":17,\"minimum_order_quantity\":24,\"net_available\":14,\"on_hand\":15,\"pack_size\":12,\"reorder_point\":19,\"reorder_quantity\":24,\"safety_stock\":11,\"sales_lookback_days\":60,\"sales_units\":27,\"supplier_configured\":true,\"target_coverage_days\":37,\"target_stock\":28,\"validated_quantity\":24},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-02-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-069-02-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-02-2:UNFULFILLED\",\"facts\":{\"age_days\":20,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S069-02-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-02-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 14 against a reorder point of 19; the deterministic replenishment quantity is 24 units.\"},{\"candidate_id\":\"inventory-issue:069-02-1\",\"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-069-02-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-02-2. 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 20 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_02","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-03-0\",\"facts\":{\"committed\":1,\"daily_velocity\":4.2667,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":7,\"minimum_order_quantity\":10,\"net_available\":25,\"on_hand\":26,\"pack_size\":1,\"reorder_point\":36,\"reorder_quantity\":109,\"safety_stock\":6,\"sales_lookback_days\":30,\"sales_units\":128,\"supplier_configured\":true,\"target_coverage_days\":30,\"target_stock\":134,\"validated_quantity\":109},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-03-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-069-03-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-03-2:UNFULFILLED\",\"facts\":{\"age_days\":10,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S069-03-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-03-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 25 against a reorder point of 36; the deterministic replenishment quantity is 109 units.\"},{\"candidate_id\":\"inventory-issue:069-03-1\",\"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-069-03-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-03-2. 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 10 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_03","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-04-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.2,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":10,\"minimum_order_quantity\":1,\"net_available\":19,\"on_hand\":20,\"pack_size\":4,\"reorder_point\":23,\"reorder_quantity\":76,\"safety_stock\":1,\"sales_lookback_days\":45,\"sales_units\":99,\"supplier_configured\":true,\"target_coverage_days\":42,\"target_stock\":94,\"validated_quantity\":76},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-04-1\",\"facts\":{\"location\":\"Location 2\",\"net_available\":-6,\"severity\":\"high\",\"sku\":\"SKU-069-04-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-04-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":4,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S069-04-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-04-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 19 against a reorder point of 23; the deterministic replenishment quantity is 76 units.\"},{\"candidate_id\":\"inventory-issue:069-04-1\",\"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-069-04-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-04-2. 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_069","scenario_id":"positive_planning_069_04","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-05-0\",\"facts\":{\"committed\":2,\"daily_velocity\":8.4667,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":9,\"minimum_order_quantity\":24,\"net_available\":55,\"on_hand\":54,\"pack_size\":2,\"reorder_point\":84,\"reorder_quantity\":250,\"safety_stock\":7,\"sales_lookback_days\":30,\"sales_units\":254,\"supplier_configured\":true,\"target_coverage_days\":35,\"target_stock\":304,\"validated_quantity\":250},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-05-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-069-05-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-05-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":19,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S069-05-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-05-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 55 against a reorder point of 84; the deterministic replenishment quantity is 250 units.\"},{\"candidate_id\":\"inventory-issue:069-05-1\",\"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-069-05-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-05-2. 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 19 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_05","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-06-0\",\"facts\":{\"committed\":1,\"daily_velocity\":6.3,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":8,\"minimum_order_quantity\":10,\"net_available\":32,\"on_hand\":31,\"pack_size\":12,\"reorder_point\":52,\"reorder_quantity\":180,\"safety_stock\":1,\"sales_lookback_days\":30,\"sales_units\":189,\"supplier_configured\":true,\"target_coverage_days\":33,\"target_stock\":209,\"validated_quantity\":180},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-06-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-3,\"severity\":\"high\",\"sku\":\"SKU-069-06-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-06-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":22,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S069-06-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-06-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is 32 against a reorder point of 52; the deterministic replenishment quantity is 180 units.\"},{\"candidate_id\":\"inventory-issue:069-06-1\",\"message_body\":\"\",\"operation_type\":\"flag_issue\",\"priority\":\"high\",\"rationale\":\"The inventory position has -3 net available units and qualifies as a stockout exception.\"},{\"candidate_id\":\"followup:order-069-06-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-06-2. 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 22 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_06","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-07-0\",\"facts\":{\"committed\":1,\"daily_velocity\":2.8222,\"data_complete\":true,\"eligible\":true,\"inbound\":0,\"lead_time_days\":4,\"minimum_order_quantity\":24,\"net_available\":6,\"on_hand\":7,\"pack_size\":1,\"reorder_point\":15,\"reorder_quantity\":110,\"safety_stock\":3,\"sales_lookback_days\":45,\"sales_units\":127,\"supplier_configured\":true,\"target_coverage_days\":40,\"target_stock\":116,\"validated_quantity\":110},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-07-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":-9,\"severity\":\"high\",\"sku\":\"SKU-069-07-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-07-2:UNFULFILLED\",\"facts\":{\"age_days\":7,\"cancelled\":false,\"fulfillment_status\":\"UNFULFILLED\",\"order\":\"#S069-07-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-07-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 6 against a reorder point of 15; the deterministic replenishment quantity is 110 units.\"},{\"candidate_id\":\"inventory-issue:069-07-1\",\"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-069-07-2:UNFULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-07-2. 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 7 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_07","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-08-0\",\"facts\":{\"committed\":3,\"daily_velocity\":2.0,\"data_complete\":true,\"eligible\":true,\"inbound\":3,\"lead_time_days\":3,\"minimum_order_quantity\":20,\"net_available\":17,\"on_hand\":17,\"pack_size\":5,\"reorder_point\":18,\"reorder_quantity\":45,\"safety_stock\":12,\"sales_lookback_days\":30,\"sales_units\":60,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":60,\"validated_quantity\":45},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-08-1\",\"facts\":{\"location\":\"Location 3\",\"net_available\":0,\"severity\":\"high\",\"sku\":\"SKU-069-08-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-08-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":12,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S069-08-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-08-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"medium\",\"rationale\":\"Net available stock is 17 against a reorder point of 18; the deterministic replenishment quantity is 45 units.\"},{\"candidate_id\":\"inventory-issue:069-08-1\",\"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-069-08-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-08-2. 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 12 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_08","split":"test","synthetic":true,"task":"operation_plan"}}
{"messages":[{"content":"TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.","role":"system"},{"content":"{\"candidates\":[{\"candidate_id\":\"restock:069-09-0\",\"facts\":{\"committed\":6,\"daily_velocity\":4.1,\"data_complete\":true,\"eligible\":true,\"inbound\":2,\"lead_time_days\":9,\"minimum_order_quantity\":6,\"net_available\":-4,\"on_hand\":0,\"pack_size\":6,\"reorder_point\":37,\"reorder_quantity\":108,\"safety_stock\":0,\"sales_lookback_days\":30,\"sales_units\":123,\"supplier_configured\":true,\"target_coverage_days\":24,\"target_stock\":99,\"validated_quantity\":108},\"operation_type\":\"restock_inventory\"},{\"candidate_id\":\"inventory-issue:069-09-1\",\"facts\":{\"location\":\"Location 1\",\"net_available\":-4,\"severity\":\"high\",\"sku\":\"SKU-069-09-1\"},\"operation_type\":\"flag_issue\"},{\"candidate_id\":\"followup:order-069-09-2:PARTIALLY_FULFILLED\",\"facts\":{\"age_days\":18,\"cancelled\":false,\"fulfillment_status\":\"PARTIALLY_FULFILLED\",\"order\":\"#S069-09-2\"},\"operation_type\":\"draft_order_followup\"}],\"enabled_operations\":[\"draft_order_followup\",\"flag_issue\",\"restock_inventory\"]}","role":"user"},{"content":"{\"operations\":[{\"candidate_id\":\"restock:069-09-0\",\"message_body\":\"\",\"operation_type\":\"restock_inventory\",\"priority\":\"high\",\"rationale\":\"Net available stock is -4 against a reorder point of 37; the deterministic replenishment quantity is 108 units.\"},{\"candidate_id\":\"inventory-issue:069-09-1\",\"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-069-09-2:PARTIALLY_FULFILLED\",\"message_body\":\"Hello, we are checking in with an update on order #S069-09-2. 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 18 days and qualifies for a review-ready follow-up draft.\"}]}","role":"assistant"}],"metadata":{"category":"positive_planning","scenario_family":"synthetic_positive_planning_069","scenario_id":"positive_planning_069_09","split":"test","synthetic":true,"task":"operation_plan"}}