Lynote Humanize Text

Open-source Python toolkit that rewrites AI-generated text to read human-written. Ships four documented methodologies — translation chaining, multi-turn LLM rewriting, detection-guided feedback loops, and mixed-engine translation — plus a Standard Pipeline that chains two LLM rewrite passes (DeepSeek/OpenRouter, second pass carries the first as history) with two cross-engine translation hops (EN → ZH → JA → FI → EN across different engines), so no single engine's structural fingerprint survives. Claims 100% key-information retention on 50 verified text pairs; the repo warns detector scores are probabilistic and against misrepresenting authorship.