Prompt to Negative
v2FreeProLift negation out of a positive prompt and add the failure set for what it describes.
- You give
- A prompt with negation in it
- You get
- A clean prompt and a negative prompt
Negative prompt
Neither half will invent an opposite. “soft light” does not mean “harsh light” belongs in a negative prompt — that is a guess about what you meant, and a negative prompt full of guesses spends tokens fighting the positive one. Only two things end up here: negation lifted out of the wrong field, and the known failure set for a subject the prompt actually names. For templates by subject without reading your prompt, use prompt-negatives.