record_event_feedbackUse this when a user wants Dizko to learn from their rating or notes about an event.
| Name | Required | Description | Default |
|---|---|---|---|
| liked | No | ||
| notes | No | ||
| rating | No | ||
| event_id | Yes | ||
| profile_id | Yes | ||
| attended_at | No | ||
| profile_secret | Yes |
Changes observed during successful MCP inspections. Dates show when Glama detected each change.
Input schema / properties / attended_at / descriptionRemoved value: -"ISO date/time or YYYY-MM-DD."Input schema / properties / profile_secret / descriptionRemoved value: -"Private profile secret returned when the profile was created."Output schema / (root)Previous value: -{
- "anyOf": [
- {
- "properties": {
- "feedback": {
- "properties": {
- "attended_at": {
- "type": [
- "string",
- "null"
- ]
- },
- "created_at": {
- "type": "string"
- },
- "event": {
- "properties": {
- "attendance_count": {
- "type": [
- "number",
- "null"
- ]
- },
- "calendar_url": {
- "description": "Prefilled Google Calendar link. Offer as 'Add to calendar'.",
- "type": [
- "string",
- "null"
- ]
- },
- "city": {
- "type": [
- "string",
- "null"
- ]
- },
- "description": {
- "description": "Short one-line event description for display.",
- "type": [
- "string",
- "null"
- ]
- },
- "directions_url": {
- "description": "Google Maps directions link. Offer as 'Get directions'.",
- "type": [
- "string",
- "null"
- ]
- },
- "ends_at": {
- "type": [
- "string",
- "null"
- ]
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_url": {
- "type": "string"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "id": {
- "type": "string"
- },
- "lineup": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "price": {
- "type": [
- "string",
- "null"
- ]
- },
- "source": {
- "type": [
- "string",
- "null"
- ]
- },
- "starts_at": {
- "type": [
- "string",
- "null"
- ]
- },
- "ticket_url": {
- "type": [
- "string",
- "null"
- ]
- },
- "title": {
- "type": "string"
- },
- "venue": {
- "type": [
- "string",
- "null"
- ]
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "required": [
- "id",
- "title",
- "event_url"
- ],
- "type": "object"
- },
- "event_id": {
- "type": "string"
- },
- "liked": {
- "type": [
- "boolean",
- "null"
- ]
- },
- "notes": {
- "type": [
- "string",
- "null"
- ]
- },
- "rating": {
- "type": [
- "number",
- "null"
- ]
- }
- },
- "type": "object"
- },
- "follow_up": {
- "type": "string"
- },
- "profile": {
- "properties": {
- "consent": {
- "type": "boolean"
- },
- "feedback_count": {
- "type": "number"
- },
- "learned_preferences": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "cities": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "day_filters": {
- "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
- "properties": {
- "friday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "monday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "saturday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "sunday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "thursday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "tuesday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "wednesday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- }
- },
- "type": "object"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "preferences": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "cities": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "day_filters": {
- "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
- "properties": {
- "friday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "monday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "saturday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "sunday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "thursday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "tuesday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "wednesday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- }
- },
- "type": "object"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "profile_id": {
- "type": "string"
- },
- "updated_at": {
- "type": "string"
- }
- },
- "required": [
- "profile_id",
- "consent",
- "preferences",
- "feedback_count",
- "updated_at"
- ],
- "type": "object"
- },
- "saved": {
- "type": "boolean"
- }
- },
- "required": [
- "saved",
- "feedback",
- "profile"
- ],
- "type": "object"
- },
- {
- "properties": {
- "assistant_instruction": {
- "type": "string"
- },
- "cause": {
- "type": [
- "string",
- "null"
- ]
- },
- "classification": {
- "type": [
- "string",
- "null"
- ]
- },
- "code": {
- "type": [
- "string",
- "null"
- ]
- },
- "error": {
- "type": "string"
- },
- "hostname": {
- "type": [
- "string",
- "null"
- ]
- },
- "retryable": {
- "type": "boolean"
- },
- "status": {
- "type": [
- "number",
- "null"
- ]
- },
- "type": {
- "type": "string"
- },
- "url": {
- "type": [
- "string",
- "null"
- ]
- }
- },
- "required": [
- "error"
- ],
- "type": "object"
- }
- ],
- "type": "object"
-}New value: +nullInput schema / properties / attended_at / descriptionAdded value: +"ISO date/time or YYYY-MM-DD."Input schema / properties / profile_secret / descriptionAdded value: +"Private profile secret returned when the profile was created."Output schema / (root)Previous value: -nullNew value: +{
+ "anyOf": [
+ {
+ "properties": {
+ "feedback": {
+ "properties": {
+ "attended_at": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "created_at": {
+ "type": "string"
+ },
+ "event": {
+ "properties": {
+ "attendance_count": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "calendar_url": {
+ "description": "Prefilled Google Calendar link. Offer as 'Add to calendar'.",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "city": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "description": {
+ "description": "Short one-line event description for display.",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "directions_url": {
+ "description": "Google Maps directions link. Offer as 'Get directions'.",
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ends_at": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_url": {
+ "type": "string"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "id": {
+ "type": "string"
+ },
+ "lineup": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "price": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "source": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "starts_at": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "ticket_url": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "title": {
+ "type": "string"
+ },
+ "venue": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "required": [
+ "id",
+ "title",
+ "event_url"
+ ],
+ "type": "object"
+ },
+ "event_id": {
+ "type": "string"
+ },
+ "liked": {
+ "type": [
+ "boolean",
+ "null"
+ ]
+ },
+ "notes": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "rating": {
+ "type": [
+ "number",
+ "null"
+ ]
+ }
+ },
+ "type": "object"
+ },
+ "follow_up": {
+ "type": "string"
+ },
+ "profile": {
+ "properties": {
+ "consent": {
+ "type": "boolean"
+ },
+ "feedback_count": {
+ "type": "number"
+ },
+ "learned_preferences": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "cities": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "day_filters": {
+ "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
+ "properties": {
+ "friday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "monday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "saturday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "sunday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "thursday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "tuesday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "wednesday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "preferences": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "cities": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "day_filters": {
+ "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
+ "properties": {
+ "friday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "monday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "saturday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "sunday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "thursday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "tuesday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "wednesday": {
+ "properties": {
+ "avoid": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ }
+ },
+ "type": "object"
+ },
+ "event_types": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "featuring": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "free": {
+ "type": "boolean"
+ },
+ "genres": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "max_price": {
+ "type": "number"
+ },
+ "neighborhoods": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "nightlife": {
+ "type": "boolean"
+ },
+ "venues": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "vibe": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "type": "object"
+ },
+ "profile_id": {
+ "type": "string"
+ },
+ "updated_at": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "profile_id",
+ "consent",
+ "preferences",
+ "feedback_count",
+ "updated_at"
+ ],
+ "type": "object"
+ },
+ "saved": {
+ "type": "boolean"
+ }
+ },
+ "required": [
+ "saved",
+ "feedback",
+ "profile"
+ ],
+ "type": "object"
+ },
+ {
+ "properties": {
+ "assistant_instruction": {
+ "type": "string"
+ },
+ "cause": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "classification": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "code": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "error": {
+ "type": "string"
+ },
+ "hostname": {
+ "type": [
+ "string",
+ "null"
+ ]
+ },
+ "retryable": {
+ "type": "boolean"
+ },
+ "status": {
+ "type": [
+ "number",
+ "null"
+ ]
+ },
+ "type": {
+ "type": "string"
+ },
+ "url": {
+ "type": [
+ "string",
+ "null"
+ ]
+ }
+ },
+ "required": [
+ "error"
+ ],
+ "type": "object"
+ }
+ ],
+ "type": "object"
+}Input schema / properties / attended_at / descriptionRemoved value: -"ISO date/time or YYYY-MM-DD."Input schema / properties / profile_secret / descriptionRemoved value: -"Private profile secret returned when the profile was created."Output schema / (root)Previous value: -{
- "anyOf": [
- {
- "properties": {
- "feedback": {
- "properties": {
- "attended_at": {
- "type": [
- "string",
- "null"
- ]
- },
- "created_at": {
- "type": "string"
- },
- "event": {
- "properties": {
- "attendance_count": {
- "type": [
- "number",
- "null"
- ]
- },
- "calendar_url": {
- "description": "Prefilled Google Calendar link. Offer as 'Add to calendar'.",
- "type": [
- "string",
- "null"
- ]
- },
- "city": {
- "type": [
- "string",
- "null"
- ]
- },
- "description": {
- "description": "Short one-line event description for display.",
- "type": [
- "string",
- "null"
- ]
- },
- "directions_url": {
- "description": "Google Maps directions link. Offer as 'Get directions'.",
- "type": [
- "string",
- "null"
- ]
- },
- "ends_at": {
- "type": [
- "string",
- "null"
- ]
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_url": {
- "type": "string"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "id": {
- "type": "string"
- },
- "lineup": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "price": {
- "type": [
- "string",
- "null"
- ]
- },
- "source": {
- "type": [
- "string",
- "null"
- ]
- },
- "starts_at": {
- "type": [
- "string",
- "null"
- ]
- },
- "ticket_url": {
- "type": [
- "string",
- "null"
- ]
- },
- "title": {
- "type": "string"
- },
- "venue": {
- "type": [
- "string",
- "null"
- ]
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "required": [
- "id",
- "title",
- "event_url"
- ],
- "type": "object"
- },
- "event_id": {
- "type": "string"
- },
- "liked": {
- "type": [
- "boolean",
- "null"
- ]
- },
- "notes": {
- "type": [
- "string",
- "null"
- ]
- },
- "rating": {
- "type": [
- "number",
- "null"
- ]
- }
- },
- "type": "object"
- },
- "follow_up": {
- "type": "string"
- },
- "profile": {
- "properties": {
- "consent": {
- "type": "boolean"
- },
- "feedback_count": {
- "type": "number"
- },
- "learned_preferences": {
- "properties": {
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- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "cities": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "day_filters": {
- "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
- "properties": {
- "friday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
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- "featuring": {
- "items": {
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- "type": "array"
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- "free": {
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- "genres": {
- "items": {
- "type": "string"
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- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
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- "monday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
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- "free": {
- "type": "boolean"
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- "genres": {
- "items": {
- "type": "string"
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- "type": "array"
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- "max_price": {
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- "neighborhoods": {
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- "type": "array"
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- "nightlife": {
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- "venues": {
- "items": {
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- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
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- "type": "array"
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- "type": "object"
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- "saturday": {
- "properties": {
- "avoid": {
- "items": {
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- "type": "array"
- },
- "event_types": {
- "items": {
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- "featuring": {
- "items": {
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- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
- "type": "string"
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- "type": "array"
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- "nightlife": {
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- "venues": {
- "items": {
- "type": "string"
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- "type": "array"
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- "vibe": {
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- "type": "object"
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- "sunday": {
- "properties": {
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- "items": {
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- "type": "array"
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- "event_types": {
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- "genres": {
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- "max_price": {
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- "venues": {
- "items": {
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- "type": "array"
- },
- "vibe": {
- "items": {
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- "type": "array"
- }
- },
- "type": "object"
- },
- "thursday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
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- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
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- "type": "array"
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- "featuring": {
- "items": {
- "type": "string"
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- "type": "array"
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- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
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- "type": "array"
- },
- "max_price": {
- "type": "number"
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- "neighborhoods": {
- "items": {
- "type": "string"
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- "type": "array"
- },
- "nightlife": {
- "type": "boolean"
- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- },
- "type": "object"
- },
- "tuesday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "event_types": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "featuring": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "free": {
- "type": "boolean"
- },
- "genres": {
- "items": {
- "type": "string"
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- "type": "array"
- },
- "max_price": {
- "type": "number"
- },
- "neighborhoods": {
- "items": {
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- "type": "array"
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- "nightlife": {
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- "venues": {
- "items": {
- "type": "string"
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- "type": "array"
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- "vibe": {
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- "type": "object"
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- "wednesday": {
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- "max_price": {
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- "type": "array"
- },
- "nightlife": {
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- "venues": {
- "items": {
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- },
- "type": "array"
- },
- "vibe": {
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- "type": "array"
- }
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- "type": "object"
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- "type": "object"
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- "event_types": {
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- },
- "featuring": {
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- "type": "array"
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- "free": {
- "type": "boolean"
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- "genres": {
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- "type": "array"
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- "max_price": {
- "type": "number"
- },
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- "nightlife": {
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- },
- "venues": {
- "items": {
- "type": "string"
- },
- "type": "array"
- },
- "vibe": {
- "items": {
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- "type": "array"
- }
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- "type": "object"
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- "preferences": {
- "properties": {
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- "type": "array"
- },
- "cities": {
- "items": {
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- "type": "array"
- },
- "day_filters": {
- "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
- "properties": {
- "friday": {
- "properties": {
- "avoid": {
- "items": {
- "type": "string"
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- "type": "array"
- },
- "event_types": {
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- "type": "array"
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- "type": "boolean"
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- "items": {
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- "type": "array"
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- "max_price": {
- "type": "number"
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- "properties": {
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- "genres": {
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- "max_price": {
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- "venues": {
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- "vibe": {
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- "saturday": {
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- "type": "array"
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- "max_price": {
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- "neighborhoods": {
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- "nightlife": {
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- "venues": {
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- "type": "array"
- },
- "vibe": {
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- "type": "array"
- }
- },
- "type": "object"
- },
- "sunday": {
- "properties": {
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- "type": "string"
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- "type": "array"
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- "event_types": {
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- "vibe": {
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- },
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- "wednesday": {
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- "consent",
- "preferences",
- "feedback_count",
- "updated_at"
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- "type": "object"
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- "saved": {
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- {
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- "type": "object"
-}New value: +nullDoes the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations declare readOnlyHint=false and destructiveHint=false, so the agent already knows this is a non-read-only, non-destructive op. The description adds the context that Dizko 'learns' from the input, implying a model or preference update. It does not disclose authentication needs (profile_secret), side effects, or response behavior, but the anotations cover the core safety profile.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, front-loaded sentence with no fluff. It delivers the trigger condition immediately and avoids repeating the title or schema details. Every word earns its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Despite a readable input schema, the tool has 7 parameters, a conditional anyOf requirement, no output schema, and no parameter descriptions. The description only covers the general scenario and omits the existence of liked, attended_at, and the required profile credentials. For a mutation tool, this is too sparse to fully guide correct invocation.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, and the description does little to compensate for the 7 parameters. It mentions 'rating or notes' and 'event', but doesn't explain profile_id, profile_secret, liked, attended_at, or the anyOf requirement that at least one of liked/rating/notes must be present. Parameter names are partially self-explanatory, but the description adds minimal semantic value.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the tool's purpose: to let Dizko learn from a user's rating or notes about an event. It uses a specific trigger ('Use this when') and identifies the resource (event feedback), which helps distinguish it from sibling tools like get_event_feedback_prompt. However, 'learn' is slightly less direct than 'record' or 'store', and the optional 'liked' field is not mentioned.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description explicitly gives a usage condition: 'Use this when a user wants Dizko to learn from their rating or notes about an event.' This is clear contextual guidance. It does not mention when not to use it or explicitly name alternatives, but the condition alone is enough to signal the primary scenario.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
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Most tools map to distinct actions across search, recommendations, preferences, tickets, and feedback, with clear descriptions. The only real ambiguity is between recommend_events and recommend_events_for_user, plus some follow-up overlap, but boundaries are mostly clear.
Tool names follow a consistent imperative verb_noun pattern and use snake_case throughout. Minor inconsistency exists in event vs events pluralization and interchangeable create/save verbs, but the overall pattern is predictable.
23 tools is a large surface for an events assistant, landing in the 16-25 range that feels heavy. The count is defensible given the breadth of features, but it is borderline and somewhat difficult to navigate.
The set covers the core consumer journey well: search, recommendations, preference onboarding and CRUD, ticket quoting and purchase, and post-event feedback. Missing order-status or refund/cancellation endpoints are minor gaps, but primary workflows do not hit dead ends.