events

Record Event Feedback

record_event_feedback

Use this only when the user has answered post-event questions (get_event_feedback_prompt has them). Stores liked, a 1-5 rating or notes for a profile and updates learned taste: a like promotes the event's genres, vibe and venue; a dislike marks the venue and promoter, and only penalizes genres when the notes blame the music.

Input Schema

TableJSON Schema

Name	Required	Description
`liked`	No
`notes`	No	Free text; mentions of music, crowd, venue, price or timing become learned signals.
`rating`	No
`event_id`	Yes	Event id from any Dizko result.
`profile_id`	Yes
`attended_at`	No	ISO date/time or YYYY-MM-DD.
`profile_secret`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed8 schema fields changedOct 14, 2026
- addedInput schema / properties / attended_at / description
```
Added value: +"ISO date/time or YYYY-MM-DD."
```
- addedInput schema / properties / attended_at / maxLength
```
Added value: +200
```
- addedInput schema / properties / event_id / description
```
Added value: +"Event id from any Dizko result."
```
- addedInput schema / properties / event_id / maxLength
```
Added value: +200
```
- addedInput schema / properties / notes / description
```
Added value: +"Free text; mentions of music, crowd, venue, price or timing become learned signals."
```
- addedInput schema / properties / notes / maxLength
```
Added value: +2000
```
- addedInput schema / properties / profile_id / maxLength
```
Added value: +200
```
- addedInput schema / properties / profile_secret / maxLength
```
Added value: +200
```

Changed3 schema fields changedAug 30, 2026

removedInput schema / properties / attended_at / description
```
Removed value: -"ISO date/time or YYYY-MM-DD."
```

removedInput schema / properties / profile_secret / description

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

changedOutput schema / (root)

Previous value: -{
-  "anyOf": [
-    {
-      "properties": {
-        "feedback": {
-          "properties": {
-            "attended_at": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "event": {
-              "properties": {
-                "attendance_count": {
-                  "type": [
-                    "number",
-                    "null"
-                  ]
-                },
-                "calendar_url": {
-                  "description": "Prefilled Google Calendar link. Offer as 'Add to calendar'.",
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "city": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "description": {
-                  "description": "Short one-line event description for display.",
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "directions_url": {
-                  "description": "Google Maps directions link. Offer as 'Get directions'.",
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "ends_at": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "event_types": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "event_url": {
-                  "type": "string"
-                },
-                "genres": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "id": {
-                  "type": "string"
-                },
-                "lineup": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "price": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "source": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "starts_at": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "ticket_url": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "title": {
-                  "type": "string"
-                },
-                "venue": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "vibe": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                }
-              },
-              "required": [
-                "id",
-                "title",
-                "event_url"
-              ],
-              "type": "object"
-            },
-            "event_id": {
-              "type": "string"
-            },
-            "liked": {
-              "type": [
-                "boolean",
-                "null"
-              ]
-            },
-            "notes": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "rating": {
-              "type": [
-                "number",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        "follow_up": {
-          "type": "string"
-        },
-        "profile": {
-          "properties": {
-            "consent": {
-              "type": "boolean"
-            },
-            "feedback_count": {
-              "type": "number"
-            },
-            "learned_preferences": {
-              "properties": {
-                "avoid": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "cities": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "day_filters": {
-                  "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
-                  "properties": {
-                    "friday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "monday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "saturday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "sunday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "thursday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "tuesday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "wednesday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    }
-                  },
-                  "type": "object"
-                },
-                "event_types": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "featuring": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "free": {
-                  "type": "boolean"
-                },
-                "genres": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "max_price": {
-                  "type": "number"
-                },
-                "neighborhoods": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "nightlife": {
-                  "type": "boolean"
-                },
-                "venues": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "vibe": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                }
-              },
-              "type": "object"
-            },
-            "preferences": {
-              "properties": {
-                "avoid": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "cities": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "day_filters": {
-                  "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
-                  "properties": {
-                    "friday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "monday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "saturday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "sunday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "thursday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "tuesday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "wednesday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    }
-                  },
-                  "type": "object"
-                },
-                "event_types": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "featuring": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "free": {
-                  "type": "boolean"
-                },
-                "genres": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "max_price": {
-                  "type": "number"
-                },
-                "neighborhoods": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "nightlife": {
-                  "type": "boolean"
-                },
-                "venues": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "vibe": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                }
-              },
-              "type": "object"
-            },
-            "profile_id": {
-              "type": "string"
-            },
-            "updated_at": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "profile_id",
-            "consent",
-            "preferences",
-            "feedback_count",
-            "updated_at"
-          ],
-          "type": "object"
-        },
-        "saved": {
-          "type": "boolean"
-        }
-      },
-      "required": [
-        "saved",
-        "feedback",
-        "profile"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "assistant_instruction": {
-          "type": "string"
-        },
-        "cause": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "classification": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "code": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "error": {
-          "type": "string"
-        },
-        "hostname": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "retryable": {
-          "type": "boolean"
-        },
-        "status": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "url": {
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "error"
-      ],
-      "type": "object"
-    }
-  ],
-  "type": "object"
-}New value: +null

Changed3 schema fields changedAug 24, 2026

addedInput schema / properties / attended_at / description
```
Added value: +"ISO date/time or YYYY-MM-DD."
```

addedInput schema / properties / profile_secret / description

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

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "anyOf": [
+    {
+      "properties": {
+        "feedback": {
+          "properties": {
+            "attended_at": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "created_at": {
+              "type": "string"
+            },
+            "event": {
+              "properties": {
+                "attendance_count": {
+                  "type": [
+                    "number",
+                    "null"
+                  ]
+                },
+                "calendar_url": {
+                  "description": "Prefilled Google Calendar link. Offer as 'Add to calendar'.",
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "city": {
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "description": {
+                  "description": "Short one-line event description for display.",
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "directions_url": {
+                  "description": "Google Maps directions link. Offer as 'Get directions'.",
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "ends_at": {
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "event_types": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "event_url": {
+                  "type": "string"
+                },
+                "genres": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "id": {
+                  "type": "string"
+                },
+                "lineup": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "price": {
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "source": {
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "starts_at": {
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "ticket_url": {
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "title": {
+                  "type": "string"
+                },
+                "venue": {
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "vibe": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                }
+              },
+              "required": [
+                "id",
+                "title",
+                "event_url"
+              ],
+              "type": "object"
+            },
+            "event_id": {
+              "type": "string"
+            },
+            "liked": {
+              "type": [
+                "boolean",
+                "null"
+              ]
+            },
+            "notes": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "rating": {
+              "type": [
+                "number",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        "follow_up": {
+          "type": "string"
+        },
+        "profile": {
+          "properties": {
+            "consent": {
+              "type": "boolean"
+            },
+            "feedback_count": {
+              "type": "number"
+            },
+            "learned_preferences": {
+              "properties": {
+                "avoid": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "cities": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "day_filters": {
+                  "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
+                  "properties": {
+                    "friday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "monday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "saturday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "sunday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "thursday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "tuesday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "wednesday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    }
+                  },
+                  "type": "object"
+                },
+                "event_types": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "featuring": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "free": {
+                  "type": "boolean"
+                },
+                "genres": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "max_price": {
+                  "type": "number"
+                },
+                "neighborhoods": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "nightlife": {
+                  "type": "boolean"
+                },
+                "venues": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "vibe": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                }
+              },
+              "type": "object"
+            },
+            "preferences": {
+              "properties": {
+                "avoid": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "cities": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "day_filters": {
+                  "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
+                  "properties": {
+                    "friday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "monday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "saturday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "sunday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "thursday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "tuesday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    },
+                    "wednesday": {
+                      "properties": {
+                        "avoid": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "event_types": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "featuring": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "free": {
+                          "type": "boolean"
+                        },
+                        "genres": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "max_price": {
+                          "type": "number"
+                        },
+                        "neighborhoods": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "nightlife": {
+                          "type": "boolean"
+                        },
+                        "venues": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        },
+                        "vibe": {
+                          "items": {
+                            "type": "string"
+                          },
+                          "type": "array"
+                        }
+                      },
+                      "type": "object"
+                    }
+                  },
+                  "type": "object"
+                },
+                "event_types": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "featuring": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "free": {
+                  "type": "boolean"
+                },
+                "genres": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "max_price": {
+                  "type": "number"
+                },
+                "neighborhoods": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "nightlife": {
+                  "type": "boolean"
+                },
+                "venues": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "vibe": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                }
+              },
+              "type": "object"
+            },
+            "profile_id": {
+              "type": "string"
+            },
+            "updated_at": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "profile_id",
+            "consent",
+            "preferences",
+            "feedback_count",
+            "updated_at"
+          ],
+          "type": "object"
+        },
+        "saved": {
+          "type": "boolean"
+        }
+      },
+      "required": [
+        "saved",
+        "feedback",
+        "profile"
+      ],
+      "type": "object"
+    },
+    {
+      "properties": {
+        "assistant_instruction": {
+          "type": "string"
+        },
+        "cause": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "classification": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "code": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "error": {
+          "type": "string"
+        },
+        "hostname": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "retryable": {
+          "type": "boolean"
+        },
+        "status": {
+          "type": [
+            "number",
+            "null"
+          ]
+        },
+        "type": {
+          "type": "string"
+        },
+        "url": {
+          "type": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "required": [
+        "error"
+      ],
+      "type": "object"
+    }
+  ],
+  "type": "object"
+}

Changed3 schema fields changedAug 24, 2026

removedInput schema / properties / attended_at / description
```
Removed value: -"ISO date/time or YYYY-MM-DD."
```

removedInput schema / properties / profile_secret / description

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

changedOutput schema / (root)

Previous value: -{
-  "anyOf": [
-    {
-      "properties": {
-        "feedback": {
-          "properties": {
-            "attended_at": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "event": {
-              "properties": {
-                "attendance_count": {
-                  "type": [
-                    "number",
-                    "null"
-                  ]
-                },
-                "calendar_url": {
-                  "description": "Prefilled Google Calendar link. Offer as 'Add to calendar'.",
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "city": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "description": {
-                  "description": "Short one-line event description for display.",
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "directions_url": {
-                  "description": "Google Maps directions link. Offer as 'Get directions'.",
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "ends_at": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "event_types": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "event_url": {
-                  "type": "string"
-                },
-                "genres": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "id": {
-                  "type": "string"
-                },
-                "lineup": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "price": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "source": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "starts_at": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "ticket_url": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "title": {
-                  "type": "string"
-                },
-                "venue": {
-                  "type": [
-                    "string",
-                    "null"
-                  ]
-                },
-                "vibe": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                }
-              },
-              "required": [
-                "id",
-                "title",
-                "event_url"
-              ],
-              "type": "object"
-            },
-            "event_id": {
-              "type": "string"
-            },
-            "liked": {
-              "type": [
-                "boolean",
-                "null"
-              ]
-            },
-            "notes": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "rating": {
-              "type": [
-                "number",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        "follow_up": {
-          "type": "string"
-        },
-        "profile": {
-          "properties": {
-            "consent": {
-              "type": "boolean"
-            },
-            "feedback_count": {
-              "type": "number"
-            },
-            "learned_preferences": {
-              "properties": {
-                "avoid": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "cities": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "day_filters": {
-                  "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
-                  "properties": {
-                    "friday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "monday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "saturday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "sunday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "thursday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "tuesday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "wednesday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    }
-                  },
-                  "type": "object"
-                },
-                "event_types": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "featuring": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "free": {
-                  "type": "boolean"
-                },
-                "genres": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "max_price": {
-                  "type": "number"
-                },
-                "neighborhoods": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "nightlife": {
-                  "type": "boolean"
-                },
-                "venues": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "vibe": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                }
-              },
-              "type": "object"
-            },
-            "preferences": {
-              "properties": {
-                "avoid": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "cities": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "day_filters": {
-                  "description": "Optional per-weekday filters applied only when searching that day, for example techno Fridays but chill Sundays. Array fields add to the user's general taste; max_price/free/nightlife override it for that day.",
-                  "properties": {
-                    "friday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "monday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "saturday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "sunday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "thursday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "tuesday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    },
-                    "wednesday": {
-                      "properties": {
-                        "avoid": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "event_types": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "featuring": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "free": {
-                          "type": "boolean"
-                        },
-                        "genres": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "max_price": {
-                          "type": "number"
-                        },
-                        "neighborhoods": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "nightlife": {
-                          "type": "boolean"
-                        },
-                        "venues": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        },
-                        "vibe": {
-                          "items": {
-                            "type": "string"
-                          },
-                          "type": "array"
-                        }
-                      },
-                      "type": "object"
-                    }
-                  },
-                  "type": "object"
-                },
-                "event_types": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "featuring": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "free": {
-                  "type": "boolean"
-                },
-                "genres": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "max_price": {
-                  "type": "number"
-                },
-                "neighborhoods": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "nightlife": {
-                  "type": "boolean"
-                },
-                "venues": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                },
-                "vibe": {
-                  "items": {
-                    "type": "string"
-                  },
-                  "type": "array"
-                }
-              },
-              "type": "object"
-            },
-            "profile_id": {
-              "type": "string"
-            },
-            "updated_at": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "profile_id",
-            "consent",
-            "preferences",
-            "feedback_count",
-            "updated_at"
-          ],
-          "type": "object"
-        },
-        "saved": {
-          "type": "boolean"
-        }
-      },
-      "required": [
-        "saved",
-        "feedback",
-        "profile"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "assistant_instruction": {
-          "type": "string"
-        },
-        "cause": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "classification": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "code": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "error": {
-          "type": "string"
-        },
-        "hostname": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "retryable": {
-          "type": "boolean"
-        },
-        "status": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "url": {
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "error"
-      ],
-      "type": "object"
-    }
-  ],
-  "type": "object"
-}New value: +null

First observedJul 30, 2026

TDQS

A4.5/5.0

Behavior5/5

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

Annotations only declare it is a non-destructive write. The description goes well beyond that, disclosing the actual side effects: a like promotes genres/vibe/venue while a dislike marks venue and promoter and penalizes genres only when notes blame the music. This is exactly the learned-signal behavior an agent needs to reason about consequences.

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

Conciseness4/5

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

Two dense sentences, front-loaded with the usage condition before the behavioral detail. Every clause is load-bearing, though the second sentence is heavy enough to be slightly hard to parse on first read.

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

Completeness4/5

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

For a mutation tool with annotations covering safety and no output schema, the description supplies strong when-to-use and effect information. It omits what a repeat call does (idempotentHint=false implies re-learning) and any return/confirmation behavior, which are minor gaps.

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

Parameters3/5

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

Schema coverage is only 43%, so the description must carry weight. It explains the semantics of the three feedback fields (liked/rating/notes) via their taste effects, but does nothing for profile_id, profile_secret, event_id, or attended_at, leaving authentication and event-sourcing unexplained.

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

Purpose5/5

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

States a specific verb (record/stores) and resource (event feedback) and names what is stored (liked, 1-5 rating, notes) plus the downstream effect on learned taste. It is clearly distinguishable from the sibling get_event_feedback_prompt, which only surfaces the questions.

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

Usage Guidelines5/5

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

Opens with an explicit precondition: 'Use this only when the user has answered post-event questions.' It even points to the sibling that supplies those questions, so the agent knows exactly when to invoke it and what must precede it.

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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