When AI long-form writing keeps contradicting earlier settings, stop and build a settings sheet first, then write in sections and check each section against it. Generating too much at once, keeping settings only inside the conversation, and running out of context are the most common causes of conflict. Turning settings into a fixed sheet, pasting it before writing, and filling it back in after each section will reduce conflicts a lot.
Most conflicts are not one wrong sentence
The longer a text gets, the more early settings in the conversation are pushed out of context by later content. Asking for several thousand words at once also makes it hard for the model to hold every detail at the same time. Settings that live only in the conversation are not fixed, and changing the conversation or window loses them. Accepting this limit first, and then talking about method, works better than repeatedly asking the model to remember.
Fix six kinds of information in the settings sheet first
Characters: names, ages, roles, personalities, and key relationships. Timeline: the starting date and the order of key events. Places: the location and rules of the main scenes. World rules: what can happen in this world and what cannot. Planted clues: what was planted and where it is meant to pay off. Key plot points already used: a twist already written cannot be written again. For each kind, record only what is settled; mark what is uncertain, and do not put it into the main text.
A checklist you can use directly
- Characters: name, role, personality, appearance, relationships with other characters
- Timeline: starting time, order of key events, the day the draft has reached
- Places: main scenes, distances and ways of travelling between scenes
- World rules: limits of abilities, taboos, social rules
- Clues: clues already planted, planned place to pay them off
- Settled plot: key twists already written, conclusions that cannot be overturned
Write in sections, and check after each one
Paste the settings sheet into the conversation before writing, and write only one chapter at a time. After finishing a chapter, check it against the settings sheet: do new characters, times, or places clash with older settings? If there is a new setting, fill it back into the sheet before writing the next chapter. If you find a conflict, stop and fix the sheet or the chapter, and do not keep writing with the conflict in place, because it gets harder to fix later.
A sheet that is too long also eats up context
A settings sheet is not better for being more complete. After a few chapters, trim it: delete details already used that no longer affect later text, merge repeated wording, and keep only settings that will still be used. After trimming, read the sheet through once to make sure nothing was deleted by mistake, then keep writing.
Do not rush to publish; read the whole draft through first
When the long text is finished, read the whole text through at least once, focusing on character names, time order, and whether planted clues pay off consistently. A settings sheet can reduce conflicts, but it cannot replace a human read-through. Note problems found while reading and fix them together, instead of editing and writing new sections at the same time.
