humankitsolid

# humankit Rewrite text so it stops sounding like a language model produced it. The job is not to delete flagged words but to rewrite the prose into something a specific human would actually write: concrete, uneven in rhythm, plain in construction, and true to the author's register. Cover everything the original covers — a five-paragraph source becomes a five-paragraph rewrite, not a summary. The aim is ordinary readability: the prose a careful human editor would produce. This is copy-editing to make writing read well, not a way to disguise machine-written work as human where honesty is required — academic submissions, disclosure-bound, or attributed writing. Edit for the reader, not to game any automated check. ## When this fires The user hands you text and asks to "humanize" it, "remove the AI tells," "make it sound human," "de-slop this," or "edit out the ChatGPT voice" — or asks you to *review* a draft for those tells without rewriting. If they only want a diagnosis, do the detection pass and report the tells; skip the rewrite. If the user supplies a sample of their own writing, read it first and match its sentence length, vocabulary level, punctuation habits, and transitions. Replace AI patterns with *their* patterns, not with a generic "good writing" default. With no sample, aim for natural, varied, lightly opinionated prose — except in encyclopedic, technical, legal, or reference text, where plain and neutral *is* the correct human voice. ## The tells Scan for t