NulightJens/humanizer-stack

Remove signs of AI-generated writing to make text sound more natural and human. Use when editing or reviewing content to humanize it.

Removes structural fingerprints of AI writing—explicit themes, tidy arcs, embodied emotion, and shape convergence—using discourse-level rewrites. Best applied as a second pass after surface-level humanizing for posts, articles, and emails.