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{'type': 'object', 'properties': {'goals': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Cosmetic goals, e.g. ["length retention", "more moisture", "reduce breakage", "define curls"]. A single string is also accepted.'}, 'routine': {'type': 'object', 'properties': {'heatUse': {'type': 'string'}, 'productCount': {'type': 'string'}, 'washFrequency': {'type': 'string'}, 'deepConditioning': {'type': 'string'}, 'protectiveStyles': {'type': 'array', 'items': {'type': 'string'}}}, 'description': 'Current routine details (all optional): washFrequency, deepConditioning, heatUse, protectiveStyles, productCount.', 'additionalProperties': True}, 'hairType': {'type': 'string', 'description': 'Hair type / texture, e.g. "4c coily", "type 3 curly", "fine wavy", "color-treated".'}, 'condition': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Current hair conditions/concerns, e.g. ["dry", "breakage", "frizz", "heat-damaged"]. A single string is also accepted.'}}, 'additionalProperties': False}