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ig-human

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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", "this sounds like ChatGPT", or before any caption, script, comment, reply or DM is shown to the user.

skills/ig-human/SKILL.md

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Last checked
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6,170
Repository last updated
Sep 13, 2026
License
MIT

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# ig-human

Two tools live in this folder and they both actually run. Use them. Do not
eyeball this.

```bash
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
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