ai-text-humanizer 开源项目推荐（11 个）

lynote-ai /humanize-text

开源文本人性化流水线，所有中间步骤均公开。两次 LLM 改写，温度为 1.3，然后跨不同 NMT 引擎进行两次跳转。四种有文档记录的方法论，可阅读、修改并在本地运行。

lguz /humanize-writing-skill

重写 AI 生成文本，使其听起来自然。采用 3 轮编辑系统，包含 36+ 个禁用词、10 种结构模式和一份质量检查清单。适用于任何 LLM——Claude、ChatGPT、Gemini、Cursor、Windsurf。也可作为 Claude Code 插件使用。

gabelul /slopbuster

去除散文、代码和学术写作中的 AI 痕迹。152 种模式源自真实的 AI 与人类写作对比分析，两遍改写，三级评分。无需 API 密钥——一个 Markdown 技能，可在你已使用的模型上运行。

ervin-mo /humanizar-es

Local AI text humanizer for Spanish & English, built on controlled experiments: a base model without chat training rewrites, a fidelity guard keeps every concept and quote, the rhythm is rebuilt, and flagged paragraphs are re-sampled and selected. 0% in Grammarly, ZeroGPT and GPTZero. No API · Humanizador IA local.

choconyam /humanizer-ko

一款将看似由 AI 生成的韩语和英语句子润色得更自然的工具。（blader/humanizer 的非官方韩语分支）

vadimchirkov /stilura

Local vibe writer that writes with you.

spuvr /humanizer

Humanize AI text. Make your prose sound like a human wrote it, not a machine. A Claude Code skill that teaches the feel of real writing, no banned-word list.

AshayK003 /VoicePrint

AI text humanizer and writing style analyzer. Multi-stage pipeline that transforms AI text into human-like writing with detection bypass scoring.

Danjc5ik /humanize-text

Agent Skill that rewrites AI text so it reads human (RU + EN) and checks it with real open AI detectors. Built on ~38k measured human vs AI texts (Sber LLMTrace) + research. README на русском + English.

sujitha70 /humanizer

Free AI text humanizer that transforms robotic AI drafts into natural, human-sounding writing with live readability scores

mateuszkozlowski /codex-humanizer-pl

Humanize Polish and English text in Codex, GPT, and ChatGPT. This bilingual writing skill removes common AI-writing tells while preserving meaning, facts, citations, terminology, and the author's voice. Includes layered QA, regression evals, optional HTML reports, and an optional local Bielik/Ollama advisor.