[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":12,"products":195,"stockout_risks":0,"supplier_coverage":0.97,"unfulfilled_orders":0}}

[Assistant] {"message":"I found operational work I can monitor for this store. Choose the capabilities you want to enable.","recommended_operations":[{"operation_type":"restock_inventory","reason":"12 inventory positions are below their reorder points."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":5,"products":395,"stockout_risks":0,"supplier_coverage":0.73,"unfulfilled_orders":0}}

[Assistant] {"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."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":23,"products":352,"stockout_risks":0,"supplier_coverage":0.54,"unfulfilled_orders":0}}

[Assistant] {"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 23 eligible inventory shortages."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":15,"products":221,"stockout_risks":0,"supplier_coverage":0.61,"unfulfilled_orders":0}}

[Assistant] {"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."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":13,"products":36,"stockout_risks":0,"supplier_coverage":0.42,"unfulfilled_orders":0}}

[Assistant] {"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."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":8,"products":366,"stockout_risks":0,"supplier_coverage":0.72,"unfulfilled_orders":0}}

[Assistant] {"message":"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The rule engine identified 8 eligible inventory shortages."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":5,"products":284,"stockout_risks":0,"supplier_coverage":0.72,"unfulfilled_orders":0}}

[Assistant] {"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."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":11,"products":24,"stockout_risks":0,"supplier_coverage":0.39,"unfulfilled_orders":0}}

[Assistant] {"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."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":17,"products":452,"stockout_risks":0,"supplier_coverage":0.8,"unfulfilled_orders":0}}

[Assistant] {"message":"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The rule engine identified 17 eligible inventory shortages."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":18,"products":164,"stockout_risks":0,"supplier_coverage":0.39,"unfulfilled_orders":0}}

[Assistant] {"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":"18 inventory positions are below their reorder points."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":236,"stockout_risks":0,"supplier_coverage":0.51,"unfulfilled_orders":13}}

[Assistant] {"message":"I found operational work I can monitor for this store. Choose the capabilities you want to enable.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"13 orders are currently unfulfilled."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":273,"stockout_risks":0,"supplier_coverage":0.74,"unfulfilled_orders":17}}

[Assistant] {"message":"I reviewed the aggregate store state and found several areas where I can assist under human approval.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"Follow-up review may help with 17 unfulfilled orders."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":354,"stockout_risks":0,"supplier_coverage":0.71,"unfulfilled_orders":12}}

[Assistant] {"message":"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"The store has 12 fulfilment cases eligible for monitoring."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":435,"stockout_risks":0,"supplier_coverage":0.39,"unfulfilled_orders":2}}

[Assistant] {"message":"I found operational work I can monitor for this store. Choose the capabilities you want to enable.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"2 orders are currently unfulfilled."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":89,"stockout_risks":0,"supplier_coverage":0.58,"unfulfilled_orders":17}}

[Assistant] {"message":"I reviewed the aggregate store state and found several areas where I can assist under human approval.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"Follow-up review may help with 17 unfulfilled orders."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":400,"stockout_risks":0,"supplier_coverage":0.68,"unfulfilled_orders":17}}

[Assistant] {"message":"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"The store has 17 fulfilment cases eligible for monitoring."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":279,"stockout_risks":0,"supplier_coverage":0.49,"unfulfilled_orders":5}}

[Assistant] {"message":"I found operational work I can monitor for this store. Choose the capabilities you want to enable.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"5 orders are currently unfulfilled."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":373,"stockout_risks":0,"supplier_coverage":0.86,"unfulfilled_orders":1}}

[Assistant] {"message":"I reviewed the aggregate store state and found several areas where I can assist under human approval.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"Follow-up review may help with 1 unfulfilled orders."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":480,"stockout_risks":0,"supplier_coverage":0.71,"unfulfilled_orders":10}}

[Assistant] {"message":"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"The store has 10 fulfilment cases eligible for monitoring."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":0,"products":382,"stockout_risks":0,"supplier_coverage":0.38,"unfulfilled_orders":18}}

[Assistant] {"message":"I found operational work I can monitor for this store. Choose the capabilities you want to enable.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"18 orders are currently unfulfilled."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":6,"products":289,"stockout_risks":1,"supplier_coverage":0.4,"unfulfilled_orders":0}}

[Assistant] {"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":"1 inventory positions have no net available stock."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":8,"products":165,"stockout_risks":5,"supplier_coverage":0.6,"unfulfilled_orders":0}}

[Assistant] {"message":"I reviewed the aggregate store state and found several areas where I can assist under human approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"Replenishment review is warranted for 8 low-stock positions."},{"operation_type":"flag_issue","reason":"There are 5 stockout exceptions requiring attention."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":8,"products":210,"stockout_risks":4,"supplier_coverage":0.43,"unfulfilled_orders":0}}

[Assistant] {"message":"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The rule engine identified 8 eligible inventory shortages."},{"operation_type":"flag_issue","reason":"The store summary contains 4 immediate inventory risks."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":9,"products":155,"stockout_risks":4,"supplier_coverage":0.43,"unfulfilled_orders":0}}

[Assistant] {"message":"I found operational work I can monitor for this store. Choose the capabilities you want to enable.","recommended_operations":[{"operation_type":"restock_inventory","reason":"9 inventory positions are below their reorder points."},{"operation_type":"flag_issue","reason":"4 inventory positions have no net available stock."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":8,"products":131,"stockout_risks":6,"supplier_coverage":0.51,"unfulfilled_orders":0}}

[Assistant] {"message":"I reviewed the aggregate store state and found several areas where I can assist under human approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"Replenishment review is warranted for 8 low-stock positions."},{"operation_type":"flag_issue","reason":"There are 6 stockout exceptions requiring attention."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":4,"products":18,"stockout_risks":2,"supplier_coverage":0.5,"unfulfilled_orders":0}}

[Assistant] {"message":"The store summary contains rule-qualified work. Here are the capabilities that fit the current state.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The rule engine identified 4 eligible inventory shortages."},{"operation_type":"flag_issue","reason":"The store summary contains 2 immediate inventory risks."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":5,"products":422,"stockout_risks":5,"supplier_coverage":0.74,"unfulfilled_orders":0}}

[Assistant] {"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":"5 inventory positions have no net available stock."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":15,"products":58,"stockout_risks":7,"supplier_coverage":0.74,"unfulfilled_orders":0}}

[Assistant] {"message":"I reviewed the aggregate store state and found several areas where I can assist under human approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"Replenishment review is warranted for 15 low-stock positions."},{"operation_type":"flag_issue","reason":"There are 7 stockout exceptions requiring attention."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":13,"products":185,"stockout_risks":5,"supplier_coverage":0.38,"unfulfilled_orders":0}}

[Assistant] {"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 5 immediate inventory risks."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"store_summary":{"low_stock":8,"products":205,"stockout_risks":4,"supplier_coverage":0.37,"unfulfilled_orders":0}}

[Assistant] {"message":"I found operational work I can monitor for this store. Choose the capabilities you want to enable.","recommended_operations":[{"operation_type":"restock_inventory","reason":"8 inventory positions are below their reorder points."},{"operation_type":"flag_issue","reason":"4 inventory positions have no net available stock."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[Assistant] {"message":"I cannot map that request confidently. Please choose restocking, issue flags, or order follow-ups.","recommended_operations":[]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":9,"products":117,"stockout_risks":1,"supplier_coverage":0.74,"unfulfilled_orders":7}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":5,"products":37,"stockout_risks":3,"supplier_coverage":0.91,"unfulfilled_orders":3}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":3,"products":241,"stockout_risks":2,"supplier_coverage":0.55,"unfulfilled_orders":9}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":2,"products":163,"stockout_risks":2,"supplier_coverage":0.94,"unfulfilled_orders":8}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":15,"products":243,"stockout_risks":4,"supplier_coverage":0.81,"unfulfilled_orders":4}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":13,"products":148,"stockout_risks":1,"supplier_coverage":0.81,"unfulfilled_orders":9}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":4,"products":143,"stockout_risks":0,"supplier_coverage":0.59,"unfulfilled_orders":8}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":12,"products":113,"stockout_risks":2,"supplier_coverage":0.65,"unfulfilled_orders":5}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":15,"products":157,"stockout_risks":2,"supplier_coverage":0.58,"unfulfilled_orders":8}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=capability_advice. Recommend only registered operations. Return valid JSON.

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":["restock_inventory","flag_issue","draft_order_followup"],"owner_reply":"Turn off inventory and keep the other two.","store_summary":{"low_stock":7,"products":205,"stockout_risks":4,"supplier_coverage":0.81,"unfulfilled_orders":10}}

[Assistant] {"message":"I removed inventory restocking and retained issue flags and order follow-ups. Please confirm the change.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"low_stock":0,"store_state":"healthy","unfulfilled_orders":0}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-00","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-01","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-02","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-03","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-04","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-05","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-06","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-07","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-08","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[User] {"candidate_id":"restock:021-09","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"inventory_changed":true,"stale":true}

[Assistant] {"operations":[]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-00-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 18 against a reorder point of 54; the deterministic replenishment quantity is 174 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-01-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 15 against a reorder point of 52; the deterministic replenishment quantity is 138 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-02-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is -3 against a reorder point of 18; the deterministic replenishment quantity is 190 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-03-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 17 against a reorder point of 19; the deterministic replenishment quantity is 96 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-04-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 16 against a reorder point of 35; the deterministic replenishment quantity is 170 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-05-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 9 against a reorder point of 62; the deterministic replenishment quantity is 140 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-06-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 47 against a reorder point of 66; the deterministic replenishment quantity is 120 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-07-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 17 against a reorder point of 21; the deterministic replenishment quantity is 24 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-08-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 4 against a reorder point of 69; the deterministic replenishment quantity is 264 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:056-09-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 21 against a reorder point of 34; the deterministic replenishment quantity is 162 units."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-00-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-01-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-02-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -1 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-03-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -1 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-04-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -5 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-05-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -9 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-06-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -2 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-07-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has 0 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-08-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:057-09-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -2 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-00-0:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S058-00-0. 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 20 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-01-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S058-01-0. 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 23 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-02-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S058-02-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 16 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-03-0:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S058-03-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained unfulfilled for 4 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-04-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S058-04-0. 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 12 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-05-0:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S058-05-0. 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 18 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-06-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S058-06-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 8 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-07-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S058-07-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 12 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-08-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S058-08-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"followup:order-058-09-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S058-09-0. 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 7 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-00-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 7 against a reorder point of 24; the deterministic replenishment quantity is 40 units."},{"candidate_id":"inventory-issue:059-00-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -2 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-01-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 12 against a reorder point of 78; the deterministic replenishment quantity is 272 units."},{"candidate_id":"inventory-issue:059-01-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -6 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-02-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 18 against a reorder point of 26; the deterministic replenishment quantity is 36 units."},{"candidate_id":"inventory-issue:059-02-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-03-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 11 against a reorder point of 16; the deterministic replenishment quantity is 24 units."},{"candidate_id":"inventory-issue:059-03-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-04-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 112 against a reorder point of 137; the deterministic replenishment quantity is 210 units."},{"candidate_id":"inventory-issue:059-04-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has 0 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-05-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 12 against a reorder point of 19; the deterministic replenishment quantity is 52 units."},{"candidate_id":"inventory-issue:059-05-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has 0 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-06-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 3 against a reorder point of 11; the deterministic replenishment quantity is 20 units."},{"candidate_id":"inventory-issue:059-06-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -5 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-07-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 149 against a reorder point of 168; the deterministic replenishment quantity is 282 units."},{"candidate_id":"inventory-issue:059-07-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-08-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 59 against a reorder point of 113; the deterministic replenishment quantity is 224 units."},{"candidate_id":"inventory-issue:059-08-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -9 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:059-09-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 10 against a reorder point of 14; the deterministic replenishment quantity is 168 units."},{"candidate_id":"inventory-issue:059-09-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -4 net available units and qualifies as a stockout exception."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-00-0","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-060-00-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S060-00-1. 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 21 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-01-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is -3 against a reorder point of 79; the deterministic replenishment quantity is 252 units."},{"candidate_id":"followup:order-060-01-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S060-01-1. 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 20 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-02-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 6 against a reorder point of 16; the deterministic replenishment quantity is 130 units."},{"candidate_id":"followup:order-060-02-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S060-02-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 24 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-03-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 1 against a reorder point of 27; the deterministic replenishment quantity is 80 units."},{"candidate_id":"followup:order-060-03-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S060-03-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-04-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 52 against a reorder point of 95; the deterministic replenishment quantity is 224 units."},{"candidate_id":"followup:order-060-04-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S060-04-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 18 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-05-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 9 against a reorder point of 86; the deterministic replenishment quantity is 480 units."},{"candidate_id":"followup:order-060-05-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S060-05-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 12 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-06-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 63 against a reorder point of 118; the deterministic replenishment quantity is 758 units."},{"candidate_id":"followup:order-060-06-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S060-06-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-07-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 41 against a reorder point of 75; the deterministic replenishment quantity is 108 units."},{"candidate_id":"followup:order-060-07-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S060-07-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 22 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-08-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is -4 against a reorder point of 22; the deterministic replenishment quantity is 60 units."},{"candidate_id":"followup:order-060-08-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S060-08-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 22 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:060-09-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 19 against a reorder point of 31; the deterministic replenishment quantity is 144 units."},{"candidate_id":"followup:order-060-09-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S060-09-1. 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 21 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-00-0","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-061-00-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S061-00-1. 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 8 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-01-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-061-01-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S061-01-1. 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 15 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-02-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -5 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-061-02-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S061-02-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 8 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-03-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -2 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-061-03-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S061-03-1. 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 9 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-04-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -5 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-061-04-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S061-04-1. 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 8 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-05-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -6 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-061-05-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S061-05-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-06-0","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-061-06-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S061-06-1. 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 22 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-07-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -1 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-061-07-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S061-07-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-08-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -6 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-061-08-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S061-08-1. 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 23 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"inventory-issue:061-09-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-061-09-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S061-09-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 18 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-00-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 7 against a reorder point of 11; the deterministic replenishment quantity is 24 units."},{"candidate_id":"inventory-issue:062-00-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -9 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-00-2:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S062-00-2. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 23 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-01-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 48 against a reorder point of 55; the deterministic replenishment quantity is 36 units."},{"candidate_id":"inventory-issue:062-01-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has 0 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-01-2:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S062-01-2. 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 16 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-02-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 114 against a reorder point of 142; the deterministic replenishment quantity is 256 units."},{"candidate_id":"inventory-issue:062-02-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-02-2:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S062-02-2. 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 23 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-03-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 28 against a reorder point of 70; the deterministic replenishment quantity is 84 units."},{"candidate_id":"inventory-issue:062-03-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -5 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-03-2:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S062-03-2. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-04-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 46 against a reorder point of 251; the deterministic replenishment quantity is 636 units."},{"candidate_id":"inventory-issue:062-04-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-04-2:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S062-04-2. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained unfulfilled for 5 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-05-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is -2 against a reorder point of 13; the deterministic replenishment quantity is 24 units."},{"candidate_id":"inventory-issue:062-05-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-05-2:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S062-05-2. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 24 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-06-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 8 against a reorder point of 9; the deterministic replenishment quantity is 24 units."},{"candidate_id":"inventory-issue:062-06-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -8 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-06-2:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S062-06-2. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 17 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-07-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 10 against a reorder point of 21; the deterministic replenishment quantity is 110 units."},{"candidate_id":"inventory-issue:062-07-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-07-2:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S062-07-2. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-08-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 15 against a reorder point of 44; the deterministic replenishment quantity is 176 units."},{"candidate_id":"inventory-issue:062-08-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -5 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-062-08-2:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S062-08-2. 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 17 days and qualifies for a review-ready follow-up draft."}]}


[System] TASK=operation_plan. Select only supplied candidate IDs. Do not execute operations. Return valid JSON.

[Assistant] {"operations":[{"candidate_id":"restock:062-09-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 38 against a reorder point of 41; the deterministic replenishment quantity is 145 units."},{"candidate_id":"inventory-issue:062-09-1","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-062-09-2:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S062-09-2. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft."}]}