It could be that there are unforeseen circumstances in the Triwizard tasks. For example, the magical creatures or the challenges are far more dangerous than expected. The Triwizard maze might be filled with deadly traps that are not properly controlled, and Harry could be caught in one of them, leading to his death.
Another possibility is a conspiracy within the wizarding world. There could be some dark forces that want to get rid of Harry. They might manipulate the Triwizard Tournament to ensure his death. They could have bribed or threatened the judges or the people in charge of setting up the tasks, so that Harry faces impossible odds and ultimately dies.
One reason could be the pressure. Harry is constantly under the spotlight during the tournament, and he may not like that kind of public scrutiny. In fanfiction, this pressure could be amplified to an unbearable level for him.
Another reason could be related to Harry's own personal choice or mental state. He might have had some sort of premonition or fear about the tournament. He has already faced a lot of danger in his young life, and the idea of the Triwizard Tournament, with all its unknown and potentially deadly tasks, could have made him decide not to compete. He might also be dealing with other personal issues, like problems in his relationships with friends or teachers that distracted him from wanting to take part.
One reason could be a surprise attack by Voldemort or his Death Eaters. Maybe they found a way to bypass all the protection spells around Harry and launched a sudden, fatal assault.
It could be that Hogwarts is trying to keep track of the cultural impact of the Harry Potter series. Fanfiction is a big part of the fandom culture, and Harry's death is a very significant event in the original story. By observing how fans handle this event in their own fictional works, Hogwarts (again, conceptually) can better understand the evolving relationship between the official story and the fan - created content.
It could also be due to personal reasons related to his growth and self - discovery. The events of the Triwizard Tournament might make him realize that he needs to find his own path outside of Hogwarts for a while. He might feel that the school can't offer him the answers or the experiences he needs at that moment to become stronger and more independent.
In the fanfiction, it might be that there was a powerful and unexpected dark magic curse placed on the Potter family long before Voldemort's attack. This curse was designed to target the youngest Potter, and despite the efforts of his parents, it couldn't be stopped, causing Harry to die as a baby.
Maybe he was killed by Voldemort in a more sudden and unexpected way when he was a child. Since Voldemort was always after him, it's possible that he managed to get to Harry earlier in this fanfiction.
Some fanfictions might explore the idea of Naruto being betrayed by someone close to him. This betrayal could lead to a situation where he is caught off - guard and killed. It adds a dark and dramatic twist to the story.
One possibility could be that Harry discovers some dark magic or a hidden conspiracy within the Triwizard Tournament that forces him to take extreme measures and destroy it. Maybe he finds out that the tournament is being used as a cover for an evil plot against Hogwarts or the wizarding world in general.
A possible plotline is that Luna enters the Triwizard Tournament as an unexpected champion. Harry, already in the tournament, teams up with her to face the challenges. They use their combined skills, Harry's Gryffindor courage and Luna's Ravenclaw wisdom, to overcome the tasks.