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AI Content Humanizer Pro

作者 GUNYbuny · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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在 OpenClaw 中安装
/install ai-content-humanizer-pro
功能描述
Transform AI-generated text into natural human writing with style-specific modes. Choose Academic (formal, citation-friendly), Casual (conversational, blog-f...
使用说明 (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)

安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install ai-content-humanizer-pro
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /ai-content-humanizer-pro 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release - 4 humanization modes, 30+ AI pattern fixes
元数据
Slug ai-content-humanizer-pro
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

AI Content Humanizer Pro 是什么?

Transform AI-generated text into natural human writing with style-specific modes. Choose Academic (formal, citation-friendly), Casual (conversational, blog-f... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 97 次。

如何安装 AI Content Humanizer Pro?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-content-humanizer-pro」即可一键安装,无需额外配置。

AI Content Humanizer Pro 是免费的吗?

是的,AI Content Humanizer Pro 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

AI Content Humanizer Pro 支持哪些平台?

AI Content Humanizer Pro 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 AI Content Humanizer Pro?

由 GUNYbuny(@gunybuny)开发并维护,当前版本 v1.0.0。

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