ai-writing-detection 开源项目推荐（21 个）

harshaneel /humanize

最佳静态AI文本人性化器。两种基于研究的技能适用于任何大型语言模型（Claude、ChatGPT、Gemini、Codex）：人性化胜过基于困惑度的检测器，AI检查通过引用证据标记生成法医评分。九个杠杆，50+同行评审资料，2024-2026年检测文献。

lguz /humanize-writing-skill

Rewrite AI-generated text to sound human. 3-pass editing system with 36+ banned words, 10 structural patterns, and a quality checklist. Works with any LLM — Claude, ChatGPT, Gemini, Cursor, Windsurf. Also available as a Claude Code plugin.

shyuan /writing-humanizer

Claude Code plugin：去除文章中的 AI 寫作痕跡，使文字更自然、更有人味。以台灣正體中文為主。

drunkrhin0 /antislop

By slop for slop, to remove slop in an AI slop world.

skyf0xx /hedgehog-core-copywriting-prose-engineering

AI writing quality gate for copywriting: detect AI slop, AI writing patterns and AI tells, improve prose, humanize AI text, enforce writing quality, and automatically rewrite content. AI copywriting, copywriting tools, AI content, content quality, prose engineering, writing assistant, Claude Code, AI agents, LLMs, natural language processing.

AIStoryHub /etincel

Find the AI tells in your prose. Deterministic, local, runs in CI. MCP server + CLI + Action.

Wattson-Law /avoid-over-ai-writing-skill

A Codex skill for reducing AI-generated writing patterns and turning drafts into clear, deliverable Markdown or DOCX documents.

avikbal-dm /anti-ai-writing-claude-skill

Humanize AI writing so it reads like a person wrote it. Removes AI tells, forces real specificity, never fabricates. A Claude skill by Avik Bal.

johnsaigle /ste-lint

Simplified Technical English linter: simplify prose, cleanup slop.

gxgeek-n /wenqu-mem

浙大MEM工程管理硕士学位论文全流程写作技能包｜21个Claude Code+Codex技能：写作·范文语体·降AIGC去AI味·文献·审稿·LaTeX(zjuthesis)·Word·答辩 | MEM master thesis writing toolkit (Claude/Codex agent skills)

Ghostproof-265 /ghostproof-lite

15 editorial rules that make AI fiction sound human. Free prompt for Claude, ChatGPT, or any LLM. Paste before your writing instructions.

Intern4711 /Better_Humanizer

A Claude skill that revises text to remove the tell-tale signs of AI writing, with a checklist distilled from Wikipedia's "Signs of AI writing" guide.

ccf /humanize

Remove AI tells from your writing -- whether professional or fictional. Grounded in academic research.

vadimchirkov /stilura

Local vibe writer that writes with you.

codekyha /simple-skills

Claude Skills for adversarial evaluation of ideas, decisions and research papers, plus humaner, a ruleset and scanner for writing without the signs of AI-generated text. Each skill is a portable SKILL.md for Claude.ai and Claude Code.

chiranjeevi7777 /ScholarGuard-AI

Retrieval-Augmented Academic Integrity Platform featuring multi-source plagiarism detection, semantic retrieval, AI writing pattern analysis, originality enhancement, and explainable AI reports.

misakaikato /deai-arena

两个中文 skill（AI 痕迹审计 + 去 AI 味改写）和一个让它们互相对抗的实验台，重点测误杀率

rohitverma8253 /writing-humanizer

Detect and rewrite AI writing patterns to make Traditional Chinese text sound natural and human for clearer, more authentic communication.

i-am-anshul /de-ai

Make AI-generated text sound human. Claude Code plugin.

Kakabhushundi /dehumidifier-skill

A systematic 9-pass protocol for detecting and eliminating AI-generated writing patterns — for use as a Claude Project skill (or adapted for any LLM writing workflow). Named because it strips out the artificial moisture that makes AI prose feel bloated and stiff.