Adapted from Jakeschincariol/instagram-agent-skill (MIT). Not affiliated with the original author.

ig-human

Use whenever text needs to sound human: when the person says humanize, "does this sound like AI", "remove the em dashes", "de-slop this", "this sounds like ChatGPT", and before any caption, script, comment reply or DM is shown to the person.

Two scripts live in this skill's scripts/ folder and they both actually run. Use them. Do not eyeball this. From this skill's folder:

python3 scripts/humanize.py draft.txt --report        # clean it, show what changed
python3 scripts/detect.py draft.txt                    # score it, five checks
python3 scripts/detect.py before.txt after.txt         # prove the delta

Both read scripts/slop.json: stock words and phrases with plain-English replacements, invisible character classes, typographic substitutions and 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 person has a word they always use that the lexicon strips, take it out of the file.

The lexicon, the structural flags and the five scores are English. On Korean or other non-English text only the invisible-character and typography passes mean anything: run scripts/humanize.py for those, then read the draft yourself for stock phrasing, and do not report the human score as a verdict. Without a terminal the scripts cannot run: apply the same passes by reading and say that no score was computed.

Why this matters more on Instagram than it looks