I've been trying to use AI for novel writing for about a year. tried every prompt format I could find. Detailed character sheets, role prompting, chain of thought, few shot examples.
Results were always okay for short things and always fell apart for anything long
The thing that actually changed my results had nothing to do with the prompt structure itself it was realizing that for long form fiction the AI needs to be reading your actual manuscript not just what you can squeeze into a context window at the start of a session
The same prompt produces completely different quality output depending on whether the AI has genuine context of your story or a summarized version you pasted in
Has anyone else found this. Curious if people have workarounds for the context problem when using chatgpt for long projects.