name: li-human description: >- Strip the machine fingerprint out of any draft - em dashes, AI slop words, invisible watermark characters - and score it against a five-check detection panel before it goes out. Use whenever text needs to sound human, when the user says humanize, "does this sound like AI", "remove the em dashes", "de-slop this", "will this get flagged", or before any LinkedIn post, comment, reply or DM is shown to the user.
li-human
Two tools live in this folder and they both actually run. Use them. Do not eyeball this.
python3 humanize.py draft.txt --report # clean it, show what changed
python3 detect.py draft.txt # score it, five checks
python3 detect.py before.txt after.txt # prove the delta
Both read slop.json, which is the lexicon: 100+ stock words and phrases with
plain-English replacements, 17 invisible character classes, 11 typographic
substitutions, and 11 structural tells. It is meant to be edited. If the user
has a word they always use that the lexicon strips, remove it from the file.