De-AIGC Academic Rewriting

De-AIGC Academic Rewriting is a Writing skill for Claude Code, published by brycewang-stanford in Auto-Empirical-Research-Skills.

3.4K stars445 forkson brycewang-stanford/Auto-Empirical-Research-SkillsAdded 2026/08/16+1% in starsRepository updated 2026/08/10

View source on GitHub Download repo ZIP

academic-researchagent-skillsai-agentawesome-listcommunicationcopapereconomicseducationempirical-researchinternational-relationspolitical-sciencepsychologypublic-administrationreproducible-researchskills-librarysocial-sciencesociology

Install in seconds

Install De-AIGC Academic Rewriting

Copy De-AIGC Academic Rewriting into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/48-de-AIGC-skills ~/.claude/skills/48-de-AIGC-skills

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/48-de-AIGC-skills/SKILL.md in brycewang-stanford/Auto-Empirical-Research-Skills
Installs to: ~/.claude/skills/48-de-AIGC-skills
Collection: One of 25 skills cataloged from this repository
Category: Writing — 1012 skills

What De-AIGC Academic Rewriting does

De-AIGC Academic Rewriting removes AI-generated writing signatures from empirical papers in economics, management, and the social sciences, in both English and Chinese. Use it to lower AIGC scores before journal submission or AI detector checks, while preserving every number, coefficient, and citation.

De-AIGC Academic Rewriting is cataloged under Writing on DirSkills. De-AIGC Academic Rewriting comes from a repository tagged academic-research, agent-skills, ai-agent, awesome-list and communication.

Documentation

README

Excerpt

De-AIGC Skills · 中英双语学术降 AIGC

Restore the language distribution of a real researcher — in English or Chinese — for empirical papers in economics, management, and the social sciences. Not synonym swapping. Not sentence shuffling. Systematic reconstruction of the statistical signatures that mark a manuscript as AI-generated.

Scope 适用范围

Papers: empirical work in economics, management, finance, accounting, sociology, political science, education, public policy — anything built on data, identification, and regression tables. Theory papers and pure humanities essays are out of scope (most patterns still transfer, but the section strategies assume an empirical skeleton).

Languages:

This is the opening of the README. Read the full README on GitHub.

Frequently asked about De-AIGC Academic Rewriting

What else does brycewang-stanford publish alongside De-AIGC Academic Rewriting?
De-AIGC Academic Rewriting is one of 25 skills that DirSkills catalogs from brycewang-stanford/Auto-Empirical-Research-Skills, the repository it ships in. Its siblings there include Academic Paper Composer, Academic Proofreader and Auto-Empirical Research. Each one is a separate skill with its own page in this directory, installs the same way De-AIGC Academic Rewriting does, and is maintained by brycewang-stanford in that same repository. The rest of the collection is listed on the brycewang-stanford/Auto-Empirical-Research-Skills page.
How does De-AIGC Academic Rewriting compare to other Writing skills?
De-AIGC Academic Rewriting ranks #196 by stars among the 1012 Writing skills in this catalog. The most-starred ones next to it are Article Writing, Social Media Content Calendar and Knowledge Comic Creator. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of De-AIGC Academic Rewriting against them. Open each page to compare what they document and how they install.