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academic-deai SKILL.md skillA

academic-deai from linyeegiong/academic-deai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add linyeegiong/academic-deai/academic-deai@v1.1.0

Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
linyeegiong/academic-deai
Path
skills/academic-deai/SKILL.md
Versions recorded
3
Latest version
v1.1.0, committed Oct 30, 2026
First version recorded
Oct 13, 2026
Size
10,621 bytes
Repository stars
7
License
MIT

中英文学术写作去AI化与去防御性表述（通用，不限学科）。用于润色期刊/会议论文、学位论文、基金申请书、审稿回复中由 AI 辅助生成或带有 AI 腔的文字：删除套话、空泛强调、机械连接词、排比堆砌和多余的自我保护式限定，同时保留与证据相称的必要谨慎表述，不改动任何数值、公式、引用和术语。Use when the user asks to 去AI味/去AI化/降AI/去防御性表述/去套话/humanize/de-AI/remove hedging/make it sound less like AI in academic prose (Chinese or English; .tex/.md/.txt or pasted text).

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 学术写作去AI化与去防御性表述（中英双语，通用）

本 skill 处理两类问题：

1. **AI 腔**：模板化开头、空泛强调、机械连接词、三连排比、“不是……而是……”式对比、名词化虚动词、句长过于均匀等生成痕迹。
2. **防御性表述**：没有人质疑时主动自我辩护、层层叠加限定、反驳无人提出的观点、在每句话后面补免责声明，结果论断被稀释、篇幅膨胀。

目标文风是**中性、精确、每个论断都有对应证据**的学术文风。去AI化不是改成口语，也不是给文章“加个性”。

## 硬约束（任何情况下不得违反）

- **不改动**任何数值、单位、百分比、公式、符号、变量名、数据集名、方法名、缩写、引用键（`\cite{}`、`\ref{}`、`\label{}` 等）和 LaTeX 命令结构。
- **不新增事实**：不补实验、不补数据、不补引用，也不把”结果表明”升级成”证明”。改写后如有疑问，用 `scripts/diffcheck.py` 核对改前改后文件的数值和引用键变化。
- **不删除论证内容**：原文有几段，改写后仍有几段，每个论点和每条证据都要保留。
- **不过度矫正**：与证据强度相称的谨慎措辞要保留（见 `references/defensive_hedging.md` 第 3 节”必须保留”）。去防御性表述不等于删光所有限定词。
- **规则库示例不是事实**：改写时不得把规则库里示例的具体描述（”三类制度环境””最相关的差异”等）写进用户的稿子，除非原稿本身已经有这些内容。
- 用户所在项目如果有写作规范、术语表或锁定数字，以项目规则为准，改写前先读。
- 本 skill 用于提升可读性和表达质量，不用于规避期刊、学校或资助机构的 AI 使用披露要求。

## 规则库

按需读取，不必一次全读：

| 文件 | 内容 |
|---|---|
| `references/zh_patterns.md` | 中文 AI 腔模式库（词汇、句式、段落结构），含 A10 首创性声明、A11 动词超过证据、A12 不利结果处理 |
| `references/en_patterns.md` | 英文 AI 腔模式库，含 A9 不利结果、A10 首创性声明、A11 过度论断动词、B10 反射式 rather-than、B11 高影响位置违规 |
| `references/defensive_hedging.md` | 防御性表述分类法（D1–D11）、动词强度对照表、不利结果处理流程，以及**哪些谨慎表述必须保留**；D10 预先否定未提出的推论；D11 来源式自谦/规避原创声明 |
| `references/proposal_mode.md` | 基金申请书专用规则（NSFC 面上项目 + NSF/NIH），含愿景与可行性校准 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add linyeegiong/academic-deai/academic-deai@sha256:ad7e127929f9157c

The line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5jc3ke2c3a756frh.svg)](https://markdownregistry.com/a/art_5jc3ke2c3a756frh)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Oct 13, 2026 and Oct 30, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
v1.1.0 latest2026-10-30 3bf04a4 10,621 BA view · diff
v1.1.02026-10-14 25874d7 10,535 BA view · diff
v1.0.02026-10-13 7a8c25b 8,465 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10621 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

linyeegiong/academic-deai · 7 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5jc3ke2c3a756frh
GET https://markdownregistry.com/api/v1/resolve?ref=linyeegiong/academic-deai/academic-deai
GET https://markdownregistry.com/api/v1/blob/ad7e127929f9157cbabeff32f109b8362ad27300c53c0128abbf2153385fc3cc

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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