A sophisticated text transformation tool that strips AI-generated signatures and robotic patterns to produce natural, human-sounding content.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install humanizer-plus
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install humanizer-plus using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Claw0x Humanizer?
Claw0x Humanizer is a high-performance utility within the Openclaw Skills library designed to bridge the gap between machine-generated drafts and authentic human writing. By targeting 24 specific linguistic signatures—such as sycophantic tones, filler phrases, and formulaic structures—this skill ensures your content resonates with readers rather than sounding like a predictable algorithm.
The tool utilizes a dual-layer approach, combining advanced LLM rewriting with a deterministic regex fallback engine. This ensures that whether you are refining a blog post or cleaning up automated documentation, the output remains high-quality, nuanced, and capable of bypassing common AI detection markers while preserving the original intent of your message.
Claw0x Humanizer Use Cases
- Converting robotic AI drafts into natural-sounding blog posts or articles.
- Refining automated email responses to improve engagement and personal touch.
- Bypassing AI detection tools like GPTZero or Originality.ai for academic or professional submissions.
- Cleaning up technical documentation produced by LLMs to remove repetitive filler and significance inflation.
How Claw0x Humanizer Works
- The user submits AI-generated text via the Claw0x API gateway.
- The Primary Layer (LLM) scans the text against a 24-point rubric of known AI writing patterns derived from industry standards.
- The system performs a multi-pass rewrite, injecting personality, varying sentence rhythm, and removing 'AI-isms' like 'leverage' or 'testament to'.
- If the LLM layer is busy or unavailable, a Deterministic Regex Layer applies 40+ immediate word substitutions and structural normalizations.
- The skill returns the humanized text along with metadata indicating the transformation method and length comparison.
Claw0x Humanizer Setup
To integrate this component of Openclaw Skills, you need a valid API key from the Claw0x platform.
- Sign up at claw0x.com and generate a new key in the Dashboard.
- Export your key as an environment variable:
export CLAW0X_API_KEY='your_api_key_here'
- Trigger the humanization process using a simple POST request:
curl -s -X POST https://claw0x.com/v1/call \
-H "Authorization: Bearer $CLAW0X_API_KEY" \
-H "Content-Type: application/json" \
-d '{"skill": "humanizer", "input": {"text": "Your AI text here"}}'
Claw0x Humanizer Data Schema & Taxonomy
The skill processes structured JSON inputs and provides detailed metrics on the transformation.
| Field | Type | Description |
|---|---|---|
humanized_text |
string | The final output with AI patterns removed. |
original_length |
number | Character count of the input text. |
humanized_length |
number | Character count of the humanized output. |
method |
string | Indicates if llm or regex was used for processing. |
Claw0x Humanizer Advanced Features
- Multi-pass auditing to catch lingering AI patterns that survive initial rewriting.
- Deterministic fallback system ensuring high availability even during LLM rate limits.
- Personality injection rules that allow for structural imperfections and first-person perspectives to enhance authenticity.
- Support for multiple input keys (
text,content, orbody) for seamless integration with existing pipelines.
SKILL.md
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