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artur-zhdan

Humanize

by artur-zhdan · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
7229
Downloads
9
Stars
86
Active Installs
1
Versions
Install in OpenClaw
/install humanize
Description
Remove AI writing patterns from text. Use when editing, reviewing, or rewriting text to sound more natural and human-written. Detects patterns like inflated symbolism, promotional language, em dash overuse, AI vocabulary, and sycophantic tone.
Usage Guidance
Safe to install as a writing-style helper. Before publishing or sending rewritten text, check that added opinions, first-person phrasing, and claims are accurate and appropriate, especially where authorship or AI-use disclosure matters.
Capability Analysis
Type: OpenClaw Skill Name: humanize Version: 1.0.0 The OpenClaw skill bundle is benign. All files, including the `SKILL.md` instructions for the AI agent, are focused solely on text transformation and style guidance to remove AI writing patterns. There is no executable code, no instructions for data exfiltration, malicious execution, persistence, or any form of prompt injection aiming to subvert the agent's intended purpose or security. The instructions are purely descriptive of the desired output style.
Capability Assessment
Purpose & Capability
The skill's purpose and contents align around editing text for a more natural style. The only notable user-impact issue is authenticity: it can make AI-assisted text appear more personally written.
Instruction Scope
Instructions mostly preserve meaning and tone, but also suggest adding personality, opinions, and first-person language when appropriate, so users should review whether edits still reflect the intended author.
Install Mechanism
The bundle contains only markdown files, SKILL.md and examples.md; no executable code, package install script, binary, or setup command is present.
Credentials
The artifacts do not request shell, file, network, account, credential, or external API access.
Persistence & Privilege
No persistence, background worker, privilege escalation, stored memory use, or automatic execution behavior is described.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install humanize
  3. After installation, invoke the skill by name or use /humanize
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: Humanize skill removes AI writing patterns for more natural, human-sounding text. - Detects and rewrites inflated, promotional, or formulaic language. - Scans for specific patterns like AI vocabulary, em dash overuse, hedging, and sycophancy. - Guides on enhancing voice and personality in rewritten content. - Includes a quick-reference cheatsheet of words and patterns to avoid. - Output is cleaned, concise, and preserves intended meaning and tone.
Metadata
Slug humanize
Version 1.0.0
License
All-time Installs 258
Active Installs 86
Total Versions 1
Frequently Asked Questions

What is Humanize?

Remove AI writing patterns from text. Use when editing, reviewing, or rewriting text to sound more natural and human-written. Detects patterns like inflated symbolism, promotional language, em dash overuse, AI vocabulary, and sycophantic tone. It is an AI Agent Skill for Claude Code / OpenClaw, with 7229 downloads so far.

How do I install Humanize?

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

Is Humanize free?

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

Which platforms does Humanize support?

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

Who created Humanize?

It is built and maintained by artur-zhdan (@artur-zhdan); the current version is v1.0.0.

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