ai-humanizerlisted
Install: claude install-skill recomby-ai/ai-humanizer
# ai-humanizer
Reduce the AI-detection score of English text **without** changing what it says.
This is detector-guided surgical paraphrase: a detector tells you *which*
sentences read as AI, you rewrite only those, you re-check, you loop. Everything
not flagged stays byte-for-byte. Every protected term survives verbatim.
This skill is self-contained Node (no API key, no install): the detector is the
keyless ZeroGPT endpoint, and **the agent running this skill is the rewriter** —
you replace what used to be a separate paraphrase API.
## The one idea that makes this work
AI detectors do **not** key on "Furthermore / Moreover / plays a crucial role".
That folklore is wrong and was disproven on real data (a Band-9 IELTS sample full
of "Firstly/Furthermore/Consequently" scored 19.6%; a polished clinical review
with none of them scored 100%). The real signal is **lexical predictability** —
how default, high-probability, and *smooth* each next word is. **Fluency is the
tell.** Polished, frictionless prose is what reads as AI.
So you lower the score by making flagged sentences **less predictable and less
smooth** while keeping them correct and meaning-identical:
- Replace the highest-probability wording with **precise, lower-frequency**
alternatives an expert in the field would actually reach for.
- Prefer **longer, idea-dense sentences** with stacked subordinate clauses. Do
**not** chop everything into short punchy sentences — that is its own AI tell.
- Allow **slight rou