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biostartechnology

Humanizer

by B*T · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
121859
Downloads
675
Stars
1555
Active Installs
1
Versions
Install in OpenClaw
/install humanizer
Description
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Usage Guidance
Install only if you want a document-editing aid that makes AI-sounding text more natural. Use it on specific text or files, review changes before saving, and do not use it to evade academic, workplace, legal, publishing, or other AI-disclosure rules.
Capability Analysis
Type: OpenClaw Skill Name: humanizer Version: 1.0.0 The skill's instructions in SKILL.md are entirely focused on identifying and rewriting AI-generated text patterns, with no evidence of malicious intent or prompt injection attempts. While the allowed-tools (`Read`, `Write`, `Edit`, `Grep`, `Glob`) grant broad file system access, the skill's description and usage examples (e.g., 'invoke directly when editing documents') plausibly justify these permissions for its stated purpose of text humanization and document editing.
Capability Assessment
Purpose & Capability
The stated purpose is coherent and fully disclosed: identify AI-like writing patterns and rewrite text to sound more natural, while preserving meaning.
Instruction Scope
The instructions are broad and include adding personality or first-person voice, so users should review edits to avoid false personal claims or undisclosed authorship implications.
Install Mechanism
The artifact contains only README.md and SKILL.md; no executable installer, package script, network code, or hidden setup behavior was found.
Credentials
Read, Write, Edit, Grep, Glob, and AskUserQuestion are proportionate for a document-editing skill, but users should scope it to intended files and review diffs before accepting changes.
Persistence & Privilege
No persistence hooks, background services, credential access, environment-variable handling, external uploads, or elevated-privilege behavior are declared or evidenced.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install humanizer
  3. After installation, invoke the skill by name or use /humanizer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release - Remove AI writing patterns based on Wikipedia's Signs of AI Writing guide. Detects 24 patterns including inflated symbolism, AI vocabulary, em dash overuse, and more.
Metadata
Slug humanizer
Version 1.0.0
License
All-time Installs 4624
Active Installs 1555
Total Versions 1
Frequently Asked Questions

What is Humanizer?

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases. It is an AI Agent Skill for Claude Code / OpenClaw, with 121859 downloads so far.

How do I install Humanizer?

Run "/install humanizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Humanizer free?

Yes, Humanizer is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Humanizer support?

Humanizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Humanizer?

It is built and maintained by B*T (@biostartechnology); the current version is v1.0.0.

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