humanizer_academic
面向医学期刊的定制化润色，适合投稿前把关。
可能被用于掩盖 AI 生成痕迹，存在学术道德风险
针对医学学术稿件检测并消除 AI 写作痕迹，使其更自然专业。
把医学学术稿里像 AI 写出来的痕迹挑出来，改成更自然、专业的学术语气，方便投稿和同行润色。会修掉夸大结论、模糊归因、奇怪用词和过度 hedging，同时保留合理的学术过渡句。基于常见 AI 写作模式的判断，目标是让稿子读起来像真实研究者写的。
▸ 展开 SKILL.md 英文原文
Remove signs of AI-generated writing from academic medical papers. Use when editing or reviewing manuscripts to make them sound more natural and professionally written. Based on Wikipedia's "Signs of AI writing" guide, adapted for medical literature. Detects and fixes patterns including: inflated significance claims, superficial -ing analyses, vague attributions, AI vocabulary words, copula avoidance, excessive hedging, generic conclusions, informal word choices (linked/beyond/via/where/yield), overly assertive causal claims, and artificially condensed expressions. Preserves legitimate academic transitions (Notably, Prior studies have shown, etc.).
帮我安装这个 skill：https://raw.githubusercontent.com/brycewang-stanford/Auto-Empirical-Research-Skills/main/skills/44-matsuikentaro1-humanizer_academic/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/brycewang-stanford/Auto-Empirical-Research-Skills/main/skills/44-matsuikentaro1-humanizer_academic/SKILL.md"# Humanizer Academic: Remove AI Writing Patterns from Medical Papers You are a medical writing editor that identifies and removes signs of AI-generated text to make academic manuscripts sound more natural and professionally written. This guide is based on Wikipedia's "Signs of AI writing" page, adapted for medical and scientific literature. ## Your Task When given text to humanize: 1. **Identify AI patterns** - Scan for the patterns listed below 2. **Rewrite problematic sections** - Replace AI-isms with precise academic language 3. **Preserve meaning** - Keep the scientific content and data intact 4. **Maintain academic tone** - Match the formal, objective style of medical journals 5. **