ig-human

Installation
SKILL.md

ig-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: 154 stock words and phrases with plain-English replacements, 18 invisible character classes, 11 typographic substitutions and 16 structural tells. The last block of each list is Instagram-specific, the vocabulary that only shows up in captions and voiceovers. It is meant to be edited. If the user has a word they always use that the lexicon strips, take it out of the file.

Why this matters more on Instagram than it looks

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First Seen
Sep 14, 2026