export const Tool = { name: 'ConsumerSchema' as const, input_schema: { type: 'object' as const, description: 'User consumer', properties: { core: { type: 'object' as const, description: 'Core user information and demographics', properties: { age: { type: 'number' as const, description: "User's age in years" }, name: { type: 'string' as const, description: "User's full name" }, occupation: { type: 'object' as const, description: 'Employment details', properties: { title: { type: 'string' as const, description: 'Job title' }, level: { type: 'string' as const, description: 'Career level (e.g., entry, senior, manager)' }, income: { type: 'number' as const, description: 'Annual income' }, location: { type: 'string' as const, description: 'Work location' }, schedule: { type: 'array' as const, description: 'Working days/hours', items: { type: 'string' as const } } } }, home: { type: 'object' as const, description: 'Housing information', properties: { type: { type: 'string' as const, description: 'Type of residence (e.g., apartment, house)' }, ownership: { type: 'string' as const, description: 'Ownership status (e.g., owned, rented)' }, location: { type: 'string' as const, description: 'Home address or area' }, commute_distance_km: { type: 'number' as const, description: 'Distance to work in kilometers' } } }, household: { type: 'object' as const, description: 'Household composition', properties: { status: { type: 'string' as const, description: 'Marital/living status' }, members: { type: 'array' as const, description: 'Other household members', items: { type: 'string' as const } }, pets: { type: 'array' as const, description: 'Household pets', items: { type: 'object' as const, properties: { type: { type: 'string' as const, description: 'Type of pet' }, name: { type: 'string' as const, description: "Pet's name" } } } } } } } }, routines: { type: 'object' as const, description: 'Daily and weekly routines', properties: { weekday: { type: 'object' as const, description: 'Typical weekday schedule', additionalProperties: { type: 'object' as const, properties: { activity: { type: 'string' as const, description: 'Activity description' }, location: { type: 'string' as const, description: 'Location of activity' }, duration_minutes: { type: 'number' as const, description: 'Duration in minutes' } } } }, weekend: { type: 'array' as const, description: 'Regular weekend activities', items: { type: 'string' as const } }, commute: { type: 'object' as const, description: 'Commute details', properties: { method: { type: 'string' as const, description: 'Primary mode of transportation' }, route: { type: 'array' as const, description: 'Regular route points', items: { type: 'string' as const } }, regular_stops: { type: 'array' as const, description: 'Regular stops during commute', items: { type: 'object' as const, properties: { location: { type: 'string' as const, description: 'Stop location' }, purpose: { type: 'string' as const, description: 'Purpose of stop' }, frequency: { type: 'string' as const, description: 'How often this stop is made' } } } } } } } }, preferences: { type: 'object' as const, description: 'User preferences and habits', properties: { diet: { type: 'array' as const, description: 'Dietary preferences and restrictions', items: { type: 'string' as const } }, brands: { type: 'array' as const, description: 'Brand preferences', items: { type: 'object' as const, properties: { name: { type: 'string' as const, description: 'Brand name' }, loyalty_score: { type: 'number' as const, description: 'Brand loyalty score (1-10)', minimum: 1, maximum: 10 } } } }, price_sensitivity: { type: 'number' as const, description: 'Price sensitivity score (1-10)', minimum: 1, maximum: 10 }, payment_methods: { type: 'array' as const, description: 'Preferred payment methods', items: { type: 'string' as const } } } }, finances: { type: 'object' as const, description: 'Financial information', properties: { subscriptions: { type: 'array' as const, description: 'Regular subscriptions and fixed expenses', items: { type: 'object' as const, properties: { name: { type: 'string' as const, description: 'Subscription or expense name' }, amount: { type: 'number' as const, description: 'Monthly cost' }, frequency: { type: 'string' as const, description: 'Billing frequency' }, next_due_date: { type: 'string' as const, description: 'Next payment date', format: 'date' }, category: { type: 'string' as const, description: 'Expense category', enum: [ 'housing', 'utilities', 'insurance', 'services', 'memberships', 'digital', 'taxes', 'other' ] }, is_fixed_expense: { type: 'boolean' as const, description: 'Whether this is a fixed expense (utilities, rent) or optional subscription' }, auto_payment: { type: 'boolean' as const, description: 'Whether payment is automated' } }, required: [ 'name', 'amount', 'frequency', 'next_due_date', 'category', 'is_fixed_expense', 'auto_payment' ] } }, spending_patterns: { type: 'object' as const, description: 'Spending behavior', properties: { impulsive_score: { type: 'number' as const, description: 'Impulse buying tendency (1-10)', minimum: 1, maximum: 10 }, categories: { type: 'object' as const, description: 'Spending categories', additionalProperties: { type: 'object' as const, properties: { preference_score: { type: 'number' as const, description: 'Category preference (1-10)', minimum: 1, maximum: 10 }, monthly_budget: { type: 'number' as const, description: 'Typical monthly spend' } } } } } } } }, habits: { type: 'object' as const, description: 'Regular activities and habits', properties: { exercise: { type: 'array' as const, description: 'Exercise routines', items: { type: 'object' as const, properties: { activity: { type: 'string' as const, description: 'Type of exercise' }, frequency: { type: 'string' as const, description: 'How often performed' }, duration_minutes: { type: 'number' as const, description: 'Typical duration' } } } }, social: { type: 'array' as const, description: 'Social activities', items: { type: 'object' as const, properties: { activity: { type: 'string' as const, description: 'Type of social activity' }, frequency: { type: 'string' as const, description: 'How often performed' } } } } } }, context: { type: 'object' as const, description: 'Contextual information', properties: { stress_triggers: { type: 'array' as const, description: 'Known stress factors', items: { type: 'string' as const } }, reward_behaviors: { type: 'array' as const, description: 'Activities used as rewards', items: { type: 'string' as const } }, upcoming_events: { type: 'array' as const, description: 'Planned future events', items: { type: 'object' as const, properties: { name: { type: 'string' as const, description: 'Event name' }, date: { type: 'string' as const, description: 'Event date', format: 'date' }, importance: { type: 'number' as const, description: 'Event importance (1-10)', minimum: 1, maximum: 10 } } } } } } } } } as const;