De-AI Writing

What this is. It marks the passages that read as machine-written and removes them, so the text becomes denser and clearer to read. Work happens in five passes: scan, mark, judge, remove, rescan. Each pass yields style evidence, and authorship stays out of scope. The result reads ordinary rather than personable, and it keeps every fact, mechanism, number, condition, sourced uncertainty, term, and failed attempt in place. The information survives the cleanup intact.

The standard is the two rule tables: rules-zh.md and rules-en.md. Each row is one pattern with its kind, probe, model family, evidence key, and advice: the scanner executes every row to mark the text, and the agent reads the same rows to judge each mark, and each table's header defines its kinds.

Clear tics by these tables. Every ban sits in a row with its evidence before the edit starts, and taste adds nothing mid-edit. A fixed shape they do not list is measured by the discovery pass (part 3) and becomes a new row once it proves to be a real tic. Each table covers its own language and lists its contested tells at the top, to be reported rather than enforced; a pattern from one table applies to that language only.