content-humanizer

What This Skill Does

The Content Humanizer is a specialized agent skill designed to bridge the gap between machine-generated text and authentic human communication. AI models are prone to predictable patterns, overuse of corporate jargon, and a rhythmic monotony that makes content feel sterile or untrustworthy. This skill performs a three-stage transformation: it diagnoses structural AI 'tells', strips away repetitive robotic phrasing, and overlays a specific brand voice to ensure the final output feels like it was written by a real person with genuine stakes in the topic.

Unlike standard editing tools, this skill is not a spellchecker; it is a stylistic re-engineering tool. It focuses on rhythm, vocabulary variation, and the removal of common AI filler words like 'delve', 'leverage', and 'landscape'. By analyzing context provided through brand voice guidelines, the skill shifts writing from generic, committee-style text to conversational, high-impact prose.

Installation

To add this skill to your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/alirezarezvani/content-humanizer

Use Cases

• Corporate Blogs: Transforming dry, AI-generated thought leadership into articles that sound like a founder or subject matter expert.
• Marketing Emails: Removing robotic, high-pressure phrasing to create warmer, more personal outreach.
• Documentation Cleanup: Humanizing technical explanations so they feel accessible and empathetic to the end-user rather than robotic and prescriptive.
• Brand Alignment: Retrofitting existing drafts to match a specific established brand voice, ensuring consistency across all company touchpoints.

Example Prompts

1. "This draft about our new product feels like it was written by a committee and lacks any personality. Use the content-humanizer to make it sound more direct and punchy, like our brand voice guidelines specify."
2. "The following blog post sounds robotic and uses too many AI clichés like 'delve' and 'landscape'. Please fix it so it reads like a real person with actual industry experience wrote it."
3. "I need to inject our brand's irreverent, casual voice into this piece of content. Can you use the content-humanizer to make it less formal and more engaging for our younger audience?"

Tips & Limitations

• Context is King: The skill is significantly more effective if you provide a marketing-context.md file. Without brand-specific instructions, the skill will default to a 'natural professional' tone, which may not match your unique requirements.
• Not for SEO: This skill is for style, not search engine optimization. If your primary goal is ranking for keywords, use the content-production skill instead.
• Iterative Process: For long-form content, use the 'Detect' mode first to identify major structural issues, then run 'Humanize' and 'Voice Injection' to finish the draft.