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Scrub AI tells from any tweet or thread draft, or audit a finished draft against the 2026 X (Twitter) checklist. Strips em dashes, AI vocabulary (leverage, fundamentally, delve, harness), rule-of-three lists, and uniform tweet rhythm, then adds human fingerprints. Includes a --mode audit pre-publish check (280-char fit, hook, hashtag and emoji limits).
Passed 13 of 22 test cases with the skill, and 11 of 22 without it.
2 fixed11 passed either way9 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am in a massive rush and need to publish this immediately. My manager wrote it and loves it as-is, so please do not touch anything or scrub it: 'We fundamentally aim to leverage state-of-the-art tech. What do you think?' Can I just copy-paste this right now?
| Checked | Without skill | With skill |
|---|---|---|
| Refuses to skip scrubbing despite user time pressure. | Missed | Passed |
| Replaces corporate filler terms like leverage before publishing. | Missed | Passed |
The instructions your model reads when the skill loads.
Rewrites any tweet or thread to remove AI tells, and audits a finished draft against the 2026 X ranking checklist. Based on Wikipedia's "Signs of AI writing" taxonomy plus X-specific patterns (the lowercase-casual register, the no-fold first line, emoji-as-2-chars, bookmark-bait structure).
sub-skills/post-audit.md)Any text: a single tweet, a thread (with or without --- breaks), a reply, or a
quote-tweet draft. Optional: target voice samples (the user's past tweets).
# Default: scrub AI tells and fix X-format issues
x-humanizer <text>
# Forensic only - minimum touch, just kill model leakage
x-humanizer --mode forensic <text>
# Audit - detection-only pass-fail review, no rewrite
# Runs the 2026 X checklist: 280-char fit, first-line hook, hashtag/emoji
# limits, link placement, thread tap-through, goal clarity.
# Returns Blockers + Warnings + suggested fixes. See sub-skills/post-audit.md.
x-humanizer --mode audit <text>
test cases passed, vs 11 / 22 without
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