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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Handle customer order follow-ups, not stock.","store_summary":{"low_stock":9,"products":114,"stockout_risks":0,"supplier_coverage":0.84,"unfulfilled_orders":10}}

[Assistant] {"message":"I mapped your request to order follow-up drafts only. Confirm before enabling it.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Handle customer order follow-ups, not stock.","store_summary":{"low_stock":11,"products":44,"stockout_risks":4,"supplier_coverage":0.86,"unfulfilled_orders":10}}

[Assistant] {"message":"I mapped your request to order follow-up drafts only. Confirm before enabling it.","recommended_operations":[{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":11,"products":185,"stockout_risks":2,"supplier_coverage":0.53,"unfulfilled_orders":11}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":13,"products":139,"stockout_risks":2,"supplier_coverage":0.69,"unfulfilled_orders":6}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":13,"products":89,"stockout_risks":4,"supplier_coverage":0.69,"unfulfilled_orders":1}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":15,"products":116,"stockout_risks":0,"supplier_coverage":0.99,"unfulfilled_orders":10}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":4,"products":137,"stockout_risks":4,"supplier_coverage":0.62,"unfulfilled_orders":11}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":3,"products":112,"stockout_risks":0,"supplier_coverage":0.95,"unfulfilled_orders":10}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":8,"products":172,"stockout_risks":0,"supplier_coverage":0.76,"unfulfilled_orders":3}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":11,"products":27,"stockout_risks":4,"supplier_coverage":0.88,"unfulfilled_orders":3}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":11,"products":30,"stockout_risks":2,"supplier_coverage":0.82,"unfulfilled_orders":3}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[User] {"available_operations":["restock_inventory","flag_issue","draft_order_followup"],"currently_enabled":[],"owner_reply":"Only flag operational problems for me.","store_summary":{"low_stock":6,"products":117,"stockout_risks":4,"supplier_coverage":0.66,"unfulfilled_orders":10}}

[Assistant] {"message":"I selected operational issue flags only. Confirm when you are ready.","recommended_operations":[{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


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

[Assistant] {"message":"I selected all three registered capabilities. Every proposal will still require approval.","recommended_operations":[{"operation_type":"restock_inventory","reason":"The owner's reply explicitly maps to inventory restocking."},{"operation_type":"flag_issue","reason":"The owner's reply explicitly maps to operational issue monitoring."},{"operation_type":"draft_order_followup","reason":"The owner's reply explicitly maps to order follow-up drafting."}]}


[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:001-00","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:001-01","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:001-02","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:001-03","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:001-04","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:001-05","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:001-06","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:001-07","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:001-08","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:001-09","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.

[User] {"calculated_quantity":20,"candidate_id":"restock:002-00","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":37,"candidate_id":"restock:002-01","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":7,"candidate_id":"restock:002-02","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":35,"candidate_id":"restock:002-03","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":53,"candidate_id":"restock:002-04","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":44,"candidate_id":"restock:002-05","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":25,"candidate_id":"restock:002-06","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":37,"candidate_id":"restock:002-07","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":56,"candidate_id":"restock:002-08","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":45,"candidate_id":"restock:002-09","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"age_days":18,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-00"}

[Assistant] {"operations":[]}


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

[User] {"age_days":10,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-01"}

[Assistant] {"operations":[]}


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

[User] {"age_days":11,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-02"}

[Assistant] {"operations":[]}


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

[User] {"age_days":16,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-03"}

[Assistant] {"operations":[]}


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

[User] {"age_days":14,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-04"}

[Assistant] {"operations":[]}


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

[User] {"age_days":5,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-05"}

[Assistant] {"operations":[]}


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

[User] {"age_days":6,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-06"}

[Assistant] {"operations":[]}


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

[User] {"age_days":12,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-07"}

[Assistant] {"operations":[]}


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

[User] {"age_days":8,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-08"}

[Assistant] {"operations":[]}


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

[User] {"age_days":20,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S003-09"}

[Assistant] {"operations":[]}


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

[User] {"age_days":13,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-00"}

[Assistant] {"operations":[]}


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

[User] {"age_days":15,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-01"}

[Assistant] {"operations":[]}


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

[User] {"age_days":17,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-02"}

[Assistant] {"operations":[]}


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

[User] {"age_days":19,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-03"}

[Assistant] {"operations":[]}


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

[User] {"age_days":10,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-04"}

[Assistant] {"operations":[]}


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

[User] {"age_days":18,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-05"}

[Assistant] {"operations":[]}


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

[User] {"age_days":11,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-06"}

[Assistant] {"operations":[]}


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

[User] {"age_days":7,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-07"}

[Assistant] {"operations":[]}


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

[User] {"age_days":8,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-08"}

[Assistant] {"operations":[]}


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

[User] {"age_days":7,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S004-09"}

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-00","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-01","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-02","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-03","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-04","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-05","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-06","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-07","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-08","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:007-09","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[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"],"excluded":true,"net_available":-5,"product":"SKU-009-00"}

[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"],"excluded":true,"net_available":0,"product":"SKU-009-01"}

[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"],"excluded":true,"net_available":-1,"product":"SKU-009-02"}

[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"],"excluded":true,"net_available":-1,"product":"SKU-009-03"}

[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"],"excluded":true,"net_available":-4,"product":"SKU-009-04"}

[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"],"excluded":true,"net_available":0,"product":"SKU-009-05"}

[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"],"excluded":true,"net_available":-5,"product":"SKU-009-06"}

[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"],"excluded":true,"net_available":0,"product":"SKU-009-07"}

[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"],"excluded":true,"net_available":-2,"product":"SKU-009-08"}

[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"],"excluded":true,"net_available":-4,"product":"SKU-009-09"}

[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] {"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:011-00","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:011-01","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:011-02","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:011-03","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:011-04","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:011-05","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:011-06","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:011-07","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:011-08","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:011-09","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.

[User] {"calculated_quantity":55,"candidate_id":"restock:012-00","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":10,"candidate_id":"restock:012-01","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":10,"candidate_id":"restock:012-02","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":47,"candidate_id":"restock:012-03","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":34,"candidate_id":"restock:012-04","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":45,"candidate_id":"restock:012-05","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":34,"candidate_id":"restock:012-06","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":47,"candidate_id":"restock:012-07","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":39,"candidate_id":"restock:012-08","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"calculated_quantity":44,"candidate_id":"restock:012-09","candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"supplier_configured":false}

[Assistant] {"operations":[]}


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

[User] {"age_days":19,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-00"}

[Assistant] {"operations":[]}


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

[User] {"age_days":5,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-01"}

[Assistant] {"operations":[]}


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

[User] {"age_days":17,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-02"}

[Assistant] {"operations":[]}


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

[User] {"age_days":8,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-03"}

[Assistant] {"operations":[]}


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

[User] {"age_days":7,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-04"}

[Assistant] {"operations":[]}


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

[User] {"age_days":12,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-05"}

[Assistant] {"operations":[]}


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

[User] {"age_days":19,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-06"}

[Assistant] {"operations":[]}


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

[User] {"age_days":16,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-07"}

[Assistant] {"operations":[]}


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

[User] {"age_days":18,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-08"}

[Assistant] {"operations":[]}


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

[User] {"age_days":16,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"fulfillment_status":"FULFILLED","order":"#S013-09"}

[Assistant] {"operations":[]}


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

[User] {"age_days":15,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-00"}

[Assistant] {"operations":[]}


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

[User] {"age_days":7,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-01"}

[Assistant] {"operations":[]}


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

[User] {"age_days":16,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-02"}

[Assistant] {"operations":[]}


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

[User] {"age_days":17,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-03"}

[Assistant] {"operations":[]}


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

[User] {"age_days":14,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-04"}

[Assistant] {"operations":[]}


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

[User] {"age_days":9,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-05"}

[Assistant] {"operations":[]}


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

[User] {"age_days":7,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-06"}

[Assistant] {"operations":[]}


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

[User] {"age_days":12,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-07"}

[Assistant] {"operations":[]}


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

[User] {"age_days":19,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-08"}

[Assistant] {"operations":[]}


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

[User] {"age_days":11,"cancelled":true,"candidates":[],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"],"order":"#S014-09"}

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[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"],"owner_request":"Issue a refund and place a supplier order immediately.","registered_candidates":[]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-00","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-01","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-02","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-03","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-04","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-05","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-06","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-07","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-08","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[User] {"candidates":[{"candidate_id":"refund:017-09","facts":{"requested":true},"operation_type":"refund_order"}],"enabled_operations":["restock_inventory","flag_issue","draft_order_followup"]}

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[]}


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

[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"],"excluded":true,"net_available":-5,"product":"SKU-019-00"}

[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"],"excluded":true,"net_available":-5,"product":"SKU-019-01"}

[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"],"excluded":true,"net_available":-5,"product":"SKU-019-02"}

[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"],"excluded":true,"net_available":0,"product":"SKU-019-03"}

[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"],"excluded":true,"net_available":-3,"product":"SKU-019-04"}

[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"],"excluded":true,"net_available":-5,"product":"SKU-019-05"}

[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"],"excluded":true,"net_available":-5,"product":"SKU-019-06"}

[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"],"excluded":true,"net_available":-3,"product":"SKU-019-07"}

[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"],"excluded":true,"net_available":-2,"product":"SKU-019-08"}

[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"],"excluded":true,"net_available":-2,"product":"SKU-019-09"}

[Assistant] {"operations":[]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-00-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is -3 against a reorder point of 15; the deterministic replenishment quantity is 54 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-01-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 115 against a reorder point of 118; the deterministic replenishment quantity is 132 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-02-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 8 against a reorder point of 16; the deterministic replenishment quantity is 15 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-03-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 15 against a reorder point of 24; the deterministic replenishment quantity is 118 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-04-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 5 against a reorder point of 22; the deterministic replenishment quantity is 156 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-05-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is -4 against a reorder point of 86; the deterministic replenishment quantity is 264 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-06-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 52 against a reorder point of 109; the deterministic replenishment quantity is 380 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-07-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 15 against a reorder point of 20; the deterministic replenishment quantity is 72 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-08-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 121 against a reorder point of 153; the deterministic replenishment quantity is 330 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:000-09-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 1 against a reorder point of 2; the deterministic replenishment quantity is 12 units."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-00-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has 0 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-01-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-02-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-03-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -6 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-04-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -4 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-05-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -8 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-06-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-07-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -8 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-08-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -9 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:001-09-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has 0 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-00-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S002-00-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained partially_fulfilled for 5 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-01-0:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S002-01-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 7 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-02-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S002-02-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 23 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-03-0:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S002-03-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-04-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S002-04-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-05-0:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S002-05-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-06-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S002-06-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 11 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-07-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S002-07-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 16 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-08-0:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S002-08-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 9 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"followup:order-002-09-0:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S002-09-0. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-00-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 31 against a reorder point of 64; the deterministic replenishment quantity is 564 units."},{"candidate_id":"inventory-issue:003-00-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -1 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-01-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 123 against a reorder point of 133; the deterministic replenishment quantity is 566 units."},{"candidate_id":"inventory-issue:003-01-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-02-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 21 against a reorder point of 57; the deterministic replenishment quantity is 168 units."},{"candidate_id":"inventory-issue:003-02-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-03-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is -2 against a reorder point of 10; the deterministic replenishment quantity is 34 units."},{"candidate_id":"inventory-issue:003-03-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -7 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-04-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 3 against a reorder point of 28; the deterministic replenishment quantity is 176 units."},{"candidate_id":"inventory-issue:003-04-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-05-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 43 against a reorder point of 75; the deterministic replenishment quantity is 79 units."},{"candidate_id":"inventory-issue:003-05-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -2 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-06-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 19 against a reorder point of 37; the deterministic replenishment quantity is 140 units."},{"candidate_id":"inventory-issue:003-06-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -4 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-07-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 23 against a reorder point of 56; the deterministic replenishment quantity is 80 units."},{"candidate_id":"inventory-issue:003-07-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -2 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-08-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 43 against a reorder point of 61; the deterministic replenishment quantity is 104 units."},{"candidate_id":"inventory-issue:003-08-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -3 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:003-09-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 13 against a reorder point of 29; the deterministic replenishment quantity is 36 units."},{"candidate_id":"inventory-issue:003-09-1","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -6 net available units and qualifies as a stockout exception."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-00-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 15 against a reorder point of 35; the deterministic replenishment quantity is 130 units."},{"candidate_id":"followup:order-004-00-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S004-00-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 16 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-01-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is -5 against a reorder point of 30; the deterministic replenishment quantity is 180 units."},{"candidate_id":"followup:order-004-01-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S004-01-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 17 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-02-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 25 against a reorder point of 88; the deterministic replenishment quantity is 168 units."},{"candidate_id":"followup:order-004-02-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S004-02-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 11 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-03-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 61 against a reorder point of 65; the deterministic replenishment quantity is 95 units."},{"candidate_id":"followup:order-004-03-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S004-03-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained partially_fulfilled for 5 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-04-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 7 against a reorder point of 27; the deterministic replenishment quantity is 45 units."},{"candidate_id":"followup:order-004-04-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S004-04-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-05-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 29 against a reorder point of 56; the deterministic replenishment quantity is 56 units."},{"candidate_id":"followup:order-004-05-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S004-05-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained unfulfilled for 6 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-06-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 38 against a reorder point of 43; the deterministic replenishment quantity is 100 units."},{"candidate_id":"followup:order-004-06-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S004-06-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 14 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-07-0","message_body":"","operation_type":"restock_inventory","priority":"high","rationale":"Net available stock is 1 against a reorder point of 43; the deterministic replenishment quantity is 415 units."},{"candidate_id":"followup:order-004-07-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S004-07-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 21 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-08-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 8 against a reorder point of 14; the deterministic replenishment quantity is 20 units."},{"candidate_id":"followup:order-004-08-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S004-08-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 13 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"restock:004-09-0","message_body":"","operation_type":"restock_inventory","priority":"medium","rationale":"Net available stock is 27 against a reorder point of 28; the deterministic replenishment quantity is 50 units."},{"candidate_id":"followup:order-004-09-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S004-09-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"medium","rationale":"The order has remained partially_fulfilled for 6 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:005-00-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -9 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-005-00-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S005-00-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:005-01-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -4 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-005-01-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S005-01-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 14 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:005-02-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -4 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-005-02-1:UNFULFILLED","message_body":"Hello, we are checking in with an update on order #S005-02-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained unfulfilled for 10 days and qualifies for a review-ready follow-up draft."}]}


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

[Assistant] {"operations":[{"candidate_id":"inventory-issue:005-03-0","message_body":"","operation_type":"flag_issue","priority":"high","rationale":"The inventory position has -9 net available units and qualifies as a stockout exception."},{"candidate_id":"followup:order-005-03-1:PARTIALLY_FULFILLED","message_body":"Hello, we are checking in with an update on order #S005-03-1. Our team is reviewing its status and will share the next update shortly.","operation_type":"draft_order_followup","priority":"high","rationale":"The order has remained partially_fulfilled for 19 days and qualifies for a review-ready follow-up draft."}]}