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Install in OpenClaw
/install humanizer-1-0-0
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
Install this only if you want an agent to rewrite pasted text or named documents. Specify exact files, review edits before accepting them, and do not use it to hide AI involvement where school, work, publishing, or legal rules require disclosure.
Capability Analysis
Type: OpenClaw Skill
Name: humanizer-1-0-0
Version: 1.0.0
The skill requests broad file system access via `allowed-tools` including `Read`, `Write`, `Edit`, `Grep`, and `Glob` in `SKILL.md`. While the detailed instructions within `SKILL.md` are complex and consistently align with the stated purpose of humanizing text, and do not contain any malicious prompt injection attempts or instructions for harmful actions, the extensive file system permissions granted create a significant attack surface. This capability, if combined with a malicious user prompt or another compromised skill, could potentially lead to unauthorized file access, modification, or data exfiltration, classifying it as suspicious due to the inherent risk rather than explicit malicious intent within the skill's own instructions.
Capability Assessment
Purpose & Capability
The purpose and capability are coherent: the skill is explicitly for detecting and rewriting AI-like writing patterns. This is dual-use because it can help obscure AI authorship, but that behavior is disclosed rather than hidden.
Instruction Scope
Runtime instructions stay focused on editing supplied text or documents, with some guidance to add voice and personality that users should review for unwanted tone or meaning changes.
Install Mechanism
The artifact contains markdown and metadata only, with no executable installer or script. There is a version mismatch between SKILL.md version 2.1.1 and package metadata version 1.0.0, so users should confirm they are installing the intended release.
Credentials
Read, Write, Edit, Grep, Glob, and AskUserQuestion are broad file tools, but they are proportionate for a document-editing skill when used on user-specified text or files; no credential, network, or unrelated data-flow instructions were found.
Persistence & Privilege
No background worker, startup hook, persistence mechanism, privilege escalation, credential storage, or automatic execution path appears in the artifacts.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install humanizer-1-0-0 - After installation, invoke the skill by name or use
/humanizer-1-0-0 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Version 2.1.1 introduces improved detection and removal of AI-generated writing patterns, based on Wikipedia's "Signs of AI writing" guide.
- Identifies and rewrites common AI patterns such as inflated symbolism, vague attributions, and promotional language.
- Now also focuses on making text more natural by adding personality, varying rhythm, and reflecting human uncertainty or opinion.
- Provides clear before/after examples to guide effective editing.
- Expands the list of problematic word patterns and formulaic structures to correct.
- Helps ensure edited text feels more genuinely written by a human, not just cleaner.
Metadata
Frequently Asked Questions
What is Humanizer 1.0.0?
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 938 downloads so far.
How do I install Humanizer 1.0.0?
Run "/install humanizer-1-0-0" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Humanizer 1.0.0 free?
Yes, Humanizer 1.0.0 is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Humanizer 1.0.0 support?
Humanizer 1.0.0 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Humanizer 1.0.0?
It is built and maintained by Lion504 (@lion504); the current version is v1.0.0.
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