Humanizer Academic

Humanizer Academic 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 Humanizer Academic

Copy Humanizer Academic 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/44-matsuikentaro1-humanizer_academic ~/.claude/skills/44-matsuikentaro1-humanizer_academic

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/44-matsuikentaro1-humanizer_academic/SKILL.md in brycewang-stanford/Auto-Empirical-Research-Skills
Installs to: ~/.claude/skills/44-matsuikentaro1-humanizer_academic
Collection: One of 25 skills cataloged from this repository
Category: Writing — 1012 skills

What Humanizer Academic does

Humanizer Academic edits academic medical manuscripts to detect and rewrite AI-generated writing patterns, such as inflated significance claims, vague attributions, and promotional language, so they read as natural professional prose. Use it when reviewing or revising medical papers for submission.

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

Documentation

README

Excerpt

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:

Identify AI patterns - Scan for the patterns listed below
Rewrite problematic sections - Replace AI-isms with precise academic language
Preserve meaning - Keep the scientific content and data intact
Maintain academic tone - Match the formal, objective style of medical journals
Be specific - Replace vague claims with concrete data and citations

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

Frequently asked about Humanizer Academic

What else does brycewang-stanford publish alongside Humanizer Academic?
Humanizer Academic 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 Humanizer Academic 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 Humanizer Academic compare to other Writing skills?
Humanizer Academic ranks #200 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 Humanizer Academic against them. Open each page to compare what they document and how they install.