events

Recommend Events For User

recommend_events_for_user

Read-onlyIdempotent

Use this when a user wants recommendations personalized with a saved Dizko profile. Saved and learned taste rank the results; they never hide them.

Input Schema

Name	Required	Description
`city`	No
`free`	No
`vibe`	No
`when`	No
`avoid`	No
`limit`	No	Same as result_limit; result_limit wins when both are given.
`query`	No
`venue`	No
`genres`	No
`date_to`	No
`date_from`	No
`featuring`	No
`max_price`	No
`nightlife`	No
`price_max`	No
`profile_id`	Yes
`event_types`	No
`result_limit`	No	How many ranked events to return (1-50, default 10).
`neighborhoods`	No
`profile_secret`	Yes	Private profile secret returned when the profile was created.

Schema Changelog

Changes observed during successful MCP inspections.

Changed29 schema fields changedOct 14, 2026
- addedInput schema / properties / avoid / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / avoid / maxItems
```
Added value: +40
```
- addedInput schema / properties / city / maxLength
```
Added value: +200
```
- addedInput schema / properties / date_from / maxLength
```
Added value: +200
```
- addedInput schema / properties / date_to / maxLength
```
Added value: +200
```
- addedInput schema / properties / event_types / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / event_types / maxItems
```
Added value: +50
```
- addedInput schema / properties / featuring / maxLength
```
Added value: +200
```
- addedInput schema / properties / genres / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / genres / maxItems
```
Added value: +50
```
- addedInput schema / properties / limit / description
```
Added value: +"Same as result_limit; result_limit wins when both are given."
```
- addedInput schema / properties / limit / maximum
```
Added value: +50
```
- addedInput schema / properties / limit / minimum
```
Added value: +1
```
- changedInput schema / properties / limit / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / neighborhoods / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / neighborhoods / maxItems
```
Added value: +50
```
- addedInput schema / properties / profile_id / maxLength
```
Added value: +200
```
- addedInput schema / properties / profile_secret / description
```
Added value: +"Private profile secret returned when the profile was created."
```
- addedInput schema / properties / profile_secret / maxLength
```
Added value: +200
```
- addedInput schema / properties / query / maxLength
```
Added value: +200
```
- addedInput schema / properties / result_limit / default
```
Added value: +10
```
- addedInput schema / properties / result_limit / description
```
Added value: +"How many ranked events to return (1-50, default 10)."
```
- addedInput schema / properties / result_limit / maximum
```
Added value: +50
```
- addedInput schema / properties / result_limit / minimum
```
Added value: +1
```
- changedInput schema / properties / result_limit / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / venue / maxLength
```
Added value: +200
```
- addedInput schema / properties / vibe / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / vibe / maxItems
```
Added value: +50
```
- addedInput schema / properties / when / maxLength
```
Added value: +200
```

Changed4 schema fields changedAug 30, 2026

removedInput schema / properties / limit / default
```
Removed value: -50
```

removedInput schema / properties / profile_secret / description

Removed value: -"Private profile secret returned when the profile was created."

removedInput schema / properties / result_limit / default
```
Removed value: -10
```

changedOutput schema / (root)

Previous value: -{
-  "anyOf": [
-    {
-      "properties": {
-        "app_download_url": {
-          "description": "Dizko iPhone app landing page.",
-          "type": "string"
-        },
-        "assistant_instruction": {
-          "type": "string"
-        },
-        "count": {
-          "type": "number"
-        },
-        "events": {
-          "items": {
-            "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"
-                ]
-              },
-              "recommendation_reasons": {
-                "items": {
-                  "type": "string"
-                },
-                "type": "array"
-              },
-              "recommendation_score": {
-                "type": "number"
-              },
-              "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"
-          },
-          "type": "array"
-        },
-        "message": {
-          "type": "string"
-        },
-        "onboarding_needed": {
-          "type": "boolean"
-        },
-        "personalization": {
-          "properties": {
-            "applied_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"
-            },
-            "current_request": {
-              "properties": {
-                "avoid": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "city": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "event_types": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "free": {
-                  "type": [
-                    "boolean",
-                    "null"
-                  ]
-                },
-                "genres": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "neighborhoods": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "price_max": {
-                  "type": [
-                    "number",
-                    "null"
-                  ]
-                },
-                "vibe": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "when": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                }
-              },
-              "type": "object"
-            },
-            "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"
-                        },
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-                            "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"
-        },
-        "questions": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        }
-      },
-      "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: +null

Changed4 schema fields changedAug 24, 2026

addedInput schema / properties / limit / default
```
Added value: +50
```

addedInput schema / properties / profile_secret / description

Added value: +"Private profile secret returned when the profile was created."

addedInput schema / properties / result_limit / default
```
Added value: +10
```

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "anyOf": [
+    {
+      "properties": {
+        "app_download_url": {
+          "description": "Dizko iPhone app landing page.",
+          "type": "string"
+        },
+        "assistant_instruction": {
+          "type": "string"
+        },
+        "count": {
+          "type": "number"
+        },
+        "events": {
+          "items": {
+            "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"
+                ]
+              },
+              "recommendation_reasons": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              "recommendation_score": {
+                "type": "number"
+              },
+              "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"
+          },
+          "type": "array"
+        },
+        "message": {
+          "type": "string"
+        },
+        "onboarding_needed": {
+          "type": "boolean"
+        },
+        "personalization": {
+          "properties": {
+            "applied_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"
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+                            "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"
+        },
+        "questions": {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        }
+      },
+      "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"
+}

Changed4 schema fields changedAug 24, 2026

removedInput schema / properties / limit / default
```
Removed value: -50
```

removedInput schema / properties / profile_secret / description

Removed value: -"Private profile secret returned when the profile was created."

removedInput schema / properties / result_limit / default
```
Removed value: -10
```

changedOutput schema / (root)

Previous value: -{
-  "anyOf": [
-    {
-      "properties": {
-        "app_download_url": {
-          "description": "Dizko iPhone app landing page.",
-          "type": "string"
-        },
-        "assistant_instruction": {
-          "type": "string"
-        },
-        "count": {
-          "type": "number"
-        },
-        "events": {
-          "items": {
-            "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"
-                ]
-              },
-              "recommendation_reasons": {
-                "items": {
-                  "type": "string"
-                },
-                "type": "array"
-              },
-              "recommendation_score": {
-                "type": "number"
-              },
-              "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"
-          },
-          "type": "array"
-        },
-        "message": {
-          "type": "string"
-        },
-        "onboarding_needed": {
-          "type": "boolean"
-        },
-        "personalization": {
-          "properties": {
-            "applied_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": {
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-                          "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"
-        },
-        "questions": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        }
-      },
-      "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: +null

First observedJul 30, 2026

TDQS

A3.6/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnlyHint, idempotentHint, non-destructive), so the description focuses elsewhere and delivers a genuinely useful trait: saved/learned taste only re-ranks results and never removes them. It omits the credential nature of profile_secret and what happens when no profile is supplied, but the ranking-vs-filtering disclosure is real added value.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences, front-loaded with the trigger condition and followed by the one behavioral caveat. Zero filler; every clause earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 20-parameter tool with no output schema and near-zero schema coverage, this is far too thin. It says nothing about how the many filter parameters combine, the default/max result limit, or what the tool returns, so an agent cannot call it correctly without opening the full schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 20 parameters and only 15% schema description coverage, the description must carry the parameter burden and does not. Beyond implicitly referencing the saved profile, it explains none of the rich filter surface (city, vibe, when, genres, price, result_limit), leaving 18 parameters undocumented in prose and schema alike.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the resource (recommendations) and its distinguishing scope (personalized via a saved Dizko profile), which separates it in spirit from the sibling recommend_events. However, it is phrased as a usage trigger rather than a function statement and never explicitly says it returns events, so an agent must infer the verb+resource from the name.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

'Use this when a user wants recommendations personalized with a saved Dizko profile' gives a clear activation condition, and the personalization qualifier implies the unpersonalized recommend_events alternative. It stops short of naming that sibling or any when-not condition, so the routing guidance is implied rather than explicit.

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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