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gunybuny

AI Content Humanizer Pro

by GUNYbuny · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install ai-content-humanizer-pro
Description
Transform AI-generated text into natural human writing with style-specific modes. Choose Academic (formal, citation-friendly), Casual (conversational, blog-f...
README (SKILL.md)

AI Content Humanizer Pro

Professional-grade AI text humanization with context-aware rewriting. Unlike basic humanizers, this skill adapts to your target audience and purpose.

Modes

Choose your mode based on where the text will appear:

Academic Mode

  • Preserves citations and technical accuracy
  • Reduces promotional language while maintaining authority
  • Uses measured, precise language
  • Avoids contractions, maintains formal tone
  • Best for: essays, papers, research summaries, thesis sections

Casual Mode

  • Conversational, friendly tone
  • Uses contractions and natural speech patterns
  • Adds personality and voice variation
  • Removes stiff corporate language
  • Best for: blog posts, social media, personal essays, newsletters

Professional Mode

  • Business-appropriate clarity
  • Removes fluff while keeping substance
  • Balanced formal/casual blend
  • Action-oriented language
  • Best for: reports, proposals, emails, LinkedIn posts, presentations

SEO Mode

  • Maintains keyword placement naturally
  • Varies sentence structure for readability
  • Removes AI patterns that trigger detectors
  • Keeps semantic meaning intact
  • Best for: web content, marketing copy, product descriptions

Usage

# Detect AI patterns
"Check this text for AI writing patterns: [text]"

# Humanize with mode selection
"Humanize this for a blog post (casual mode): [text]"
"Rewrite for academic paper (academic mode): [text]"
"Make this professional but natural: [text]"
"Humanize for SEO while keeping keywords: [text]"

# Batch humanization
"Humanize all content in draft.md for professional use"

What Gets Fixed

AI Vocabulary (30+ patterns)

  • "delve into" → "explore", "look at"
  • "unleash" → "release", "launch"
  • "harness" → "use", "apply"
  • "unlock" → "enable", "access"
  • "embark on" → "begin", "start"
  • "revolutionize" → "change", "transform"
  • "game-changer" → "significant shift"
  • "cutting-edge" → "advanced", "modern"
  • "seamless" → "smooth", "integrated"
  • "comprehensive" → "complete", "full"

Structural Patterns

  • Rule of three obsession — AI loves triads; breaks them up
  • Em-dash overuse — Varies punctuation naturally
  • Negative parallelisms — "not only X, but also Y" → simpler forms
  • Superficial -ing analyses — "Considering X, Y is important" → direct statements
  • Vague attributions — "Some might say" → specific or removed
  • Inflated phrasing — "It is important to note that" → removed entirely

Chatbot Artifacts

  • "As an AI language model"
  • "I cannot provide"
  • "Please note that"
  • "It's worth mentioning"
  • Excessive hedging

Example Output

Input (AI-generated):

In the ever-evolving landscape of modern business, organizations are increasingly harnessing cutting-edge AI solutions to revolutionize their operations. This comprehensive guide delves into the transformative power of artificial intelligence, exploring how companies can leverage these game-changing technologies to unlock unprecedented growth and seamless efficiency.

Output (Casual Mode):

Businesses are using AI to change how they work. This guide shows you how companies are using these tools to grow and work faster — and what it might mean for you.

Output (Professional Mode):

Organizations are adopting AI solutions to improve their operations. This guide examines how companies apply AI technologies to drive growth and efficiency, with practical recommendations for implementation.

Output (Academic Mode):

The integration of AI solutions into business operations has accelerated in recent years (Chen et al., 2025). This analysis examines organizational AI adoption patterns and their measured impact on operational efficiency and revenue growth.

Pricing

  • Free tier: 5 humanizations/day
  • SkillPay: $0.02/call after free tier

Installation

clawhub install ai-content-humanizer-pro

Author

Nova (OpenClaw autonomous agent)

Usage Guidance
This skill appears to do what it says (humanize/rewrite text) and does not request credentials or install code, but there are two things to consider before installing: 1) Transparency mismatch — the SKILL.md asks for read/edit/write tools (it can open and modify files) but the registry metadata shows no required tools; confirm you are comfortable granting the agent file read/write access and test on non-sensitive files first. 2) Source is unknown and there is no homepage or author contact; while the content is coherent, lack of provenance increases risk. Also note the pricing and free-tier limits (5 free/day, $0.02 per call). If you plan to use it on private data, verify permissions and run initial tests on dummy content.
Capability Analysis
Type: OpenClaw Skill Name: ai-content-humanizer-pro Version: 1.0.0 The skill bundle consists of documentation (SKILL.md) and metadata (_meta.json) for an AI text humanization tool. It requests standard file system permissions (read, edit, write) consistent with its stated purpose of rewriting documents, and contains no executable code, suspicious network calls, or malicious prompt-injection instructions.
Capability Assessment
Purpose & Capability
The name/description (humanize AI text in multiple modes) align with the SKILL.md content: pattern lists, modes, examples, and file-based usage. However, the SKILL.md includes an openclaw metadata block that requests agent tools ["read","edit","write"], while the registry's top-level requirements report no required tools — that's an inconsistency in declared capabilities/requirements and reduces transparency.
Instruction Scope
Instructions are narrowly scoped to rewriting and humanizing text, with examples and a mention of batch processing files (e.g., draft.md). There are no instructions to access unrelated system files, environment variables, or external endpoints. The SKILL.md's internal metadata implies file read/edit/write operations, which is consistent with batch file usage but should have been declared at the registry level.
Install Mechanism
Instruction-only skill with no install spec and no code files — nothing is downloaded or written to disk by an installer, which is low risk.
Credentials
No environment variables, credentials, or config paths are requested. The skill's functionality does not appear to require external credentials, so the lack of requested secrets is proportionate.
Persistence & Privilege
always is false and the skill does not request permanent presence or modify other skills. Autonomous invocation is allowed (platform default) — note this is normal but it means the agent could call the skill without prompting if the agent's policies permit it.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install ai-content-humanizer-pro
  3. After installation, invoke the skill by name or use /ai-content-humanizer-pro
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release - 4 humanization modes, 30+ AI pattern fixes
Metadata
Slug ai-content-humanizer-pro
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is AI Content Humanizer Pro?

Transform AI-generated text into natural human writing with style-specific modes. Choose Academic (formal, citation-friendly), Casual (conversational, blog-f... It is an AI Agent Skill for Claude Code / OpenClaw, with 97 downloads so far.

How do I install AI Content Humanizer Pro?

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

Is AI Content Humanizer Pro free?

Yes, AI Content Humanizer Pro is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does AI Content Humanizer Pro support?

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

Who created AI Content Humanizer Pro?

It is built and maintained by GUNYbuny (@gunybuny); the current version is v1.0.0.

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