"""
Guest asks which coffee bag suits AeroPress vs French press; then orders one.

ROLES: user (coffee hobbyist), assistant (boutique liaison)
CHANNELS: analysis, commentary, final.
TOOLS:
```json
[
  {"name":"get_coffee_inventory","description":"List coffees by profile","parameters":{"type":"object","additionalProperties":false,"properties":{"category":{"type":"string","enum":["all"]}},"required":[]},"strict":true},
  {"name":"get_coffee_details","description":"Details for SKU","parameters":{"type":"object","additionalProperties":false,"properties":{"product_sku":{"type":"string"}},"required":["product_sku"]},"strict":true},
  {"name":"place_boutique_order","description":"Place order","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","front_desk_pickup"]}},"required":["room_number","items","delivery_option"]},"strict":true}
]
```
"""

system:
Hotel: Lakeview Boardwalk Hotel (hotel_id: lbh_chicago)
Address: 900 Shoreline Ave, Chicago, IL 60657
Timezone: America/Chicago

Profiles:
- Bright & floral (great for AeroPress): Ethiopia, Kenya
- Chocolatey & full (great for French press): Colombia, House Blend

user:
What would you suggest for AeroPress vs French press from your selection?

assistant channel=analysis:
List inventory; suggest Ethiopia for AeroPress, Colombia for French press; then offer to place order.

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

tool.get_coffee_inventory channel=commentary to=assistant:
{"products":[{"sku":"COF_ETHIOPIA_FLORAL_8","name":"Ethiopia Yirgacheffe 8oz","price":33},{"sku":"COF_COLOMBIA_Cocoa_12","name":"Colombia Tolima 12oz","price":26},{"sku":"COF_HOUSE_BALANCED_12","name":"House Balanced 12oz","price":21}]}

assistant channel=final:
For AeroPress: Ethiopia Yirgacheffe 8oz ($33) with bright floral notes. For French press: Colombia Tolima 12oz ($26) for a chocolatey body. Want me to arrange one to your room?

user:
Let’s do the Ethiopia to room 1017. By the way, the boardwalk lamps are beautiful.

assistant channel=final:
They’re vintage globes—soft light along the shoreline.

assistant channel=commentary to=tool.place_boutique_order:
{"room_number":"1017","items":[{"sku":"COF_ETHIOPIA_FLORAL_8","qty":1}],"delivery_option":"room_delivery"}

tool.place_boutique_order channel=commentary to=assistant:
{"order_id":"LBH-COF-320","total_amount":33,"delivery_fee":6,"delivery_eta_minutes":18}

assistant channel=final:
All set—order LBH-COF-320 will arrive in about 18 minutes ($33 + $6 delivery).

user:
Can you grind it for AeroPress?

assistant channel=analysis:
Grinding service not specified; flag.

assistant channel=final:
[ATTENTION] I’ll check whether we can pre‑grind for AeroPress.

