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ig-human

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.

Kind
Skill
Works with
Claude Code
Source
Instagram agent skill (Jake Schincariol) @ d03c56bb598b
Path
skills/ig-human/SKILL.md
Jobs
Review
Topics
Editing & style

Credit

Made by
Jakeschincariol
Original
github.com/Jakeschincariol/instagram-agent-skill/blob/d03c56b…
License
MIT

Listed by Skill Manifest; not made by us.

InstallInstall it from a plugin marketplace.
/plugin marketplace add Jakeschincariol/instagram-agent-skill
Install factsScanned 2 Nov 2026
Adds
  • .claude/skills/ig-human/ (the skill folder)
Runs scripts
Yes
  • humanize.py
  • detect.py
  • shell block in the text
Uses the network
None found
Needs secrets
None found
Source revision
d03c56bb598b
Licence
MIT
Last activity
13 Sep 2026
Review
Reviewed

Found by a static scan of the stored text; nothing is run. “None found” is not a guarantee, so read what you install before you run it.

  • Only the main file is read; other files in the folder are not scanned
# 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
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

Captions are short and scripts get said out loud. A written-sounding line in a
600-character caption is a larger share of the text than the same line in an
essay, and a voiceover that nobody could say naturally is obvious in the first
take. The tell here is not a detector flagging the post. The tell is a person
scrolling past something that reads like a brand, or a creator stumbling over
their own script.
…