writing-anti-ai
This skill identifies and eliminates predictable patterns that mark AI-generated prose, then injects authentic voice and personality back in. It handles both English and Chinese, targeting filler phrases, formulaic structures, undue emphasis, and vague attributions while teaching you to vary rhythm and trust your reader. The result reads like it came from a real person, not a statistical model.
Writing Anti-AI detects and removes AI-generated writing patterns to make text sound natural and human-written.
AI-generated summary based on this skill's SKILL.md
Install
Galaxy-Dawn/claude-scholar/writing-anti-ai · repository language: Python
git clone https://github.com/Galaxy-Dawn/claude-scholar
cp -r claude-scholar/skills/writing-anti-ai ~/.claude/skills/writing-anti-ainpx skillfed install Galaxy-Dawn/claude-scholar/writing-anti-aiFrequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How does writing-anti-ai humanize AI text?
writing-anti-ai identifies and eliminates predictable patterns that mark AI-generated prose, then injects authentic voice and personality back in. It targets filler phrases, formulaic structures, undue emphasis, and vague attributions while teaching you to vary rhythm and trust your reader. The result reads like it came from a real person, not a statistical model.
What AI writing patterns does writing-anti-ai remove?
writing-anti-ai detects common AI writing patterns including filler phrases, formulaic structures, undue emphasis, and vague attributions. It recognizes the telltale cadences and hedging language that statistical models produce, then guides you to replace them with natural variation and direct expression that sounds authentically human.
Can writing-anti-ai make text sound more natural?
Yes. writing-anti-ai edits content to eliminate robotic language and add authentic voice by removing AI traces and teaching rhythm variation. It helps you trust your reader instead of over-explaining, resulting in prose that flows naturally and feels genuinely written rather than algorithmically generated.
Does writing-anti-ai support languages other than English?
writing-anti-ai supports both English and Chinese text transformation. It applies the same pattern-detection and humanization techniques across both languages, helping you remove AI traces and inject authentic voice regardless of which language you're writing in.
How can writing-anti-ai help with academic or professional writing?
writing-anti-ai polishes academic and professional writing by removing AI traces that undermine credibility. It eliminates formulaic structures and vague attributions while preserving the formality and precision your field requires, making your work sound like it came from an expert rather than a language model.
SKILL.md
rendered from the published skill — quoted content, verbatim
Writing Anti-AI
Remove AI-generated writing patterns from text to make it sound natural and human-written. Supports both English and Chinese.
Overview
This skill identifies and eliminates predictable AI writing patterns from prose, based on 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
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File tree — 7 files
skills/writing-anti-ai/SKILL.md
skills/writing-anti-ai/examples/chinese.md
skills/writing-anti-ai/examples/english.md
skills/writing-anti-ai/references/patterns-chinese.md
skills/writing-anti-ai/references/patterns-english.md
skills/writing-anti-ai/references/phrases-to-cut.md
skills/writing-anti-ai/references/wikipedia-source.md