Humanizer

by softaworks

Humanizer is a Writing skill for Claude Code, published by softaworks in agent-toolkit.

2.4K stars219 forkson softaworks/agent-toolkitAdded 2026/08/18+1% in starsRepository updated 2026/03/05

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agent-skillsaiautomationclaudeclaude-codecoding-agentdevelopment

Install in seconds

Install Humanizer

Copy Humanizer 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/softaworks/agent-toolkit/tree/main/skills/humanizer ~/.claude/skills/humanizer

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/softaworks/agent-toolkit.git

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

In this catalog

Source file: skills/humanizer/SKILL.md in softaworks/agent-toolkit
Installs to: ~/.claude/skills/humanizer
Collection: One of 25 skills cataloged from this repository
Category: Writing — 1012 skills

What Humanizer does

Humanizer removes signs of AI-generated writing from text to make it sound more natural and human-written. Use it when editing or reviewing text that seems AI-generated, based on Wikipedia's guide to signs of AI writing.

Humanizer is cataloged under Writing on DirSkills. Humanizer comes from a repository tagged agent-skills, ai, automation, claude and claude-code.

Documentation

README

Excerpt

Humanizer: Remove AI Writing Patterns

You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.

Your Task

When given text to humanize:

Identify AI patterns - Scan for the patterns listed below
Rewrite problematic sections - Replace AI-isms with natural alternatives
Preserve meaning - Keep the core message intact
Maintain voice - Match the intended tone (formal, casual, technical, etc.)
Add soul - Don't just remove bad patterns; inject actual personality

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

Frequently asked about Humanizer

What else does softaworks publish alongside Humanizer?
Humanizer is one of 25 skills that DirSkills catalogs from softaworks/agent-toolkit, the repository it ships in. Its siblings there include 10x Mode, Add Skill and Agent MD Refactor. Each one is a separate skill with its own page in this directory, installs the same way Humanizer does, and is maintained by softaworks in that same repository. The rest of the collection is listed on the softaworks/agent-toolkit page.
How does Humanizer compare to other Writing skills?
Humanizer ranks #259 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 against them. Open each page to compare what they document and how they install.