A skill called Humanizer uses 35 patterns to strip the tells that make AI writing sound like AI, without inventing facts. Here is how to humanize honestly.
Key takeaways
- Humanizer is an open-source skill that rewrites AI-sounding text to read like a person wrote it, using 35 patterns from Wikipedia's Signs of AI writing.
- It packages as plain Markdown, so it works with any agent that supports skills, and it touches only prose, leaving code, data, frontmatter, and links alone.
- The non-negotiable rule is that it does not invent: names, numbers, dates, quotes, and citations must come from the source or the writer, not from smoothing over gaps.
- The honest goal is quality and trust, not fooling an AI detector, which is both more valuable and more reliable than chasing detection scores.
- Vanaxity's recommendation: humanize for a real reader, keep every fact intact, and remember Wikipedia's own caveat that these signals are hints, not proof.
📖 Read the full guide on Van Data Team → Humanizing AI Content: The Honest Way to Sound Human
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