namespace Fitness_core_BE.AI { public class ModificationGuard { private static readonly string[] AllowedKeywords = { "replace", "remove", "allergy", "change", "vegetarian", "calorie", "protein", "carb", "fat", "meal", "ingredient" }; private static readonly string[] BlockedPatterns = { "ignore previous instructions", "system prompt", "act as", "bypass", "developer mode", "jailbreak" }; public void Validate(string message) { if (string.IsNullOrWhiteSpace(message)) throw new Exception("Modification cannot be empty."); if (message.Length > 500) throw new Exception("Modification too long."); var lower = message.ToLower(); if (BlockedPatterns.Any(p => lower.Contains(p))) throw new Exception("Invalid modification request."); //if (!AllowedKeywords.Any(k => lower.Contains(k))) // throw new Exception("Only meal plan modifications are allowed."); } } }