"""
Guest asks about a subscription (beyond scope) but purchases one bag now.

ROLES: user (frequent traveler), assistant (concierge)
CHANNELS: analysis, commentary, final.
TOOLS:
```json
[
  {"name":"get_coffee_inventory","description":"List coffees","parameters":{"type":"object","additionalProperties":false,"properties":{"category":{"type":"string","enum":["all"]}},"required":[]},"strict":true},
  {"name":"place_boutique_order","description":"Place delivery","parameters":{"type":"object","additionalProperties":false,"properties":{"room_number":{"type":"string"},"items":{"type":"array","items":{"type":"object","properties":{"sku":{"type":"string"},"qty":{"type":"integer"}},"required":["sku","qty"],"additionalProperties":false}},"delivery_option":{"type":"string","enum":["room_delivery"]}},"required":["room_number","items","delivery_option"]},"strict":true}
]
```
"""

system:
Hotel: Juniper & Brass (hotel_id: jb_nashville)
Address: 220 Printer’s Alley, Nashville, TN 37201
Timezone: America/Chicago

user:
Do you offer a monthly coffee subscription? If not, I’ll take a House Balanced to room 1712.

assistant channel=analysis:
Subscription is out of scope; flag, then place single order.

assistant channel=final:
[ATTENTION] Noted on subscriptions. I’ll arrange a single bag now.

assistant channel=commentary to=tool.get_coffee_inventory:
{"category":"all"}

tool.get_coffee_inventory channel=commentary to=assistant:
{"products":[{"sku":"COF_HOUSE_BALANCED_12","name":"House Balanced 12oz","price":21}]}

assistant channel=commentary to=tool.place_boutique_order:
{"room_number":"1712","items":[{"sku":"COF_HOUSE_BALANCED_12","qty":1}],"delivery_option":"room_delivery"}

tool.place_boutique_order channel=commentary to=assistant:
{"order_id":"JB-COF-902","total_amount":21,"delivery_eta_minutes":19}

assistant channel=final:
All set—order JB-COF-902 is on its way to 1712 in about 19 minutes.

