Use whenever the user asks to "humanize", "make this sound more human", "rewrite to avoid AI detection", "make this less AI-sounding", "add a human voice", or "write like a person". Also use when the user pastes text and asks why it reads as robotic, generic, flat, or AI-like, or when generating new text in a register where AI tells (em dashes, semicolons, hedges, banned vocabulary like "delve", "
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Humanize Text Skill
Transforms AI-generated or flat text into output that mirrors the statistical and stylistic fingerprint of human writing. Grounded in the published detection literature (Wu et al. 2025, Kujur 2025, Mitchell et al. 2023, and the AAAI 2025 shared task corpus).
Mental model: what detectors actually measure
Before rewriting, internalize the nine signals detectors use (the eight stylometric signals plus the RLHF / instruction-tuning fingerprint). Your output must move
[Description truncada. Veja o README completo no GitHub.]
