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Max Humanizer
by
sonnenberglauramarie-afk
· GitHub ↗
· v1.0.0
267
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Install in OpenClaw
/install max-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 comp...
Usage Guidance
This skill appears to do what it says: identify AI-like phrasing and rewrite text to sound more human. Before installing or invoking it, consider these practical steps: (1) Be aware the skill is allowed to Read/Write/Edit/Grep/Glob — only give it the specific file or text you want edited and avoid granting it free reign to search your filesystem. (2) Review and approve all edits before saving or publishing, especially for sensitive documents. (3) Note minor provenance issues (version and ownerId mismatches in the package metadata); if you care about source authenticity, verify the publisher or prefer a known/reputable source. (4) If you plan to allow autonomous runs, restrict which folders/documents the agent can access to reduce accidental exposure.
Capability Analysis
Type: OpenClaw Skill
Name: max-humanizer
Version: 1.0.0
The 'max-humanizer' skill is a well-documented text-editing tool designed to remove AI-generated writing patterns based on Wikipedia's 'Signs of AI writing' guide. The SKILL.md and README.md files contain detailed stylistic instructions and examples for the agent to follow, and the requested tool permissions (Read, Write, Edit, Grep, Glob) are consistent with its stated purpose of reviewing and editing documents. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found.
Capability Assessment
Purpose & Capability
Name, description, README, and SKILL.md all describe a text-editing/humanizing capability. The skill is instruction-only and requests no credentials or installs, which is proportionate. Minor inconsistencies: SKILL.md reports version 2.1.1 while registry metadata lists version 1.0.0; _meta.json contains a different ownerId than the registry owner ID. These metadata mismatches don't directly affect functionality but reduce confidence about provenance.
Instruction Scope
The SKILL.md instructions themselves are focused on identifying and rewriting AI-like phrasing and adding voice — they do not instruct the agent to read system files or exfiltrate data. However, the skill declares allowed-tools including Read, Write, Edit, Grep, and Glob, which give the agent the ability to open, search, and modify files. That capability is reasonable for a document-editing skill, but it also means the agent could access other files if given broad input or permission. The instructions do not limit the scope of file access (e.g., 'only operate on the provided text'), so operational safeguards should be used.
Install Mechanism
No install spec and no code files — instruction-only skill. This minimizes disk persistence and supply-chain risk.
Credentials
The skill requests no environment variables, credentials, or config paths. That is proportionate for a text-editing tool.
Persistence & Privilege
always:false and default model invocation are used (normal). The skill does not request permanent presence or system-wide configuration changes. Note: autonomous invocation is permitted by platform defaults; combined with file-access tools this increases the importance of limiting what the agent is allowed to operate on.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install max-humanizer - After installation, invoke the skill by name or use
/max-humanizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Remove AI writing patterns based on Wikipedia signs-of-AI-writing guide
Metadata
Frequently Asked Questions
What is Max 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 comp... It is an AI Agent Skill for Claude Code / OpenClaw, with 267 downloads so far.
How do I install Max Humanizer?
Run "/install max-humanizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Max Humanizer free?
Yes, Max Humanizer is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Max Humanizer support?
Max Humanizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Max Humanizer?
It is built and maintained by sonnenberglauramarie-afk (@sonnenberglauramarie-afk); the current version is v1.0.0.
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