# Writing Anti AI

Should be used when the user asks to "remove AI writing patterns", "humanize this...

- Repository: https://github.com/Galaxy-Dawn/claude-scholar (5959 stars)
- Category: Writing
- License: MIT
- Last updated: 2026-10-19
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add Galaxy-Dawn/claude-scholar --skill writing-anti-ai -g -a claude-code -y`
Codex: `npx skills add Galaxy-Dawn/claude-scholar --skill writing-anti-ai -g -a codex -y`
Cursor: `npx skills add Galaxy-Dawn/claude-scholar --skill writing-anti-ai -g -a cursor -y`
Gemini CLI: `npx skills add Galaxy-Dawn/claude-scholar --skill writing-anti-ai -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add Galaxy-Dawn/claude-scholar`

## Description

This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI writing" guide, detects and fixes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Writing Anti-AI

Remove AI-generated writing patterns from text to make it sound natural and human-written. Supports both English and Chinese.

When editing academic prose, check the active installed
`skills/ml-paper-writing/references/knowledge/paper-miner-writing-memory.md`
under the current client's skill home for relevant source-attributed writing
examples. Use it only to guide natural structure and rhythm. Keep the author's
meaning, evidence, and target venue constraints intact. If the memory is absent
or irrelevant, continue with this skill's own pattern references.

## Overview

This skill identifies and eliminates predictable AI writing patterns from prose, based on [Wikipedia: Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing), maintained by WikiProject AI Cleanup.

**Core insight**: LLMs use statistical algorithms to predict what should come next. The result tends toward the most statistically likely outcome that applies to the widest variety of cases, creating detectable patterns.

## When to Use This Skill

**Trigger phrases:**
- "Humanize this text" / "人性化处理这段文字"
- "Remove AI writing patterns" / "去除 AI 写作痕迹"
- "Make this sound more natural" / "让这段文字更自然"
- "This sounds robotic/AI-generated" / "这听起来像机器写的"
- "Fix the AI patterns" / "修复 AI 模式"

**Use cases:**
- Editing AI-generated content to sound human
- Reviewing text for AI patterns before publication
- Polishing academic or professional writing
- Removing "slop" from prose

## Core Rules (快速检查清单)

### 1. Cut Filler Phrases
Remove throat-clearing openers and emphasis crutches.

**English examples**:
- "In order to achieve this goal" → "To achieve this"
- "Due to the fact that" → "Because"
- "It is important to note that" → (delete)

**中文示例**:
- "为了实现这一目标" → "为了实现这一点"
- "值得注意的是" → (删除)
- "基于……的事实" → "因为"

### 2. Break Formulaic Structures
Avoid binary contrasts, dramatic fragmentation, rhetorical setups.

The rest: https://github.com/Galaxy-Dawn/claude-scholar/blob/HEAD/skills/writing-anti-ai/SKILL.md