humanize-ai

What This Skill Does

The humanize-ai skill acts as an intelligent editorial layer for the OpenClaw agent, transforming robotic, formulaic, or synthetic-sounding text into authentic human prose. Based on Wikipedia’s comprehensive standards for AI cleanup, it systematically identifies and strips away the "tell-tale" markers of Large Language Model output. Beyond mere structural editing, the skill focuses on adding "soul" to content—introducing conversational rhythms, subjective opinions, and the messy, authentic complexities that define human writing.

Installation

To integrate this skill into your local environment, run the following command in your terminal: clawhub install openclaw/skills/skills/artur-zhdan/detector

Use Cases

• Corporate Communications: Transforming sterile, buzzword-heavy internal announcements into clear, approachable, and authentic messages.
• Content Marketing: Refining blog posts or articles to avoid "AI-detection" penalties and ensure the writing resonates with human readers.
• Drafting Emails: Adjusting the tone of draft responses to sound more like a personal conversation rather than a cold template.
• Editorial Review: Using the tool as a second pair of eyes on AI-drafted reports to ensure they reflect the unique voice and perspective of your brand or personality.

Example Prompts

1. "Humanize this draft for me: [Insert Text]. Make sure it sounds like a real person wrote it and cut the repetitive promotional adjectives."
2. "I need this paragraph to sound less like a Wikipedia summary and more like an opinionated blog post. Can you inject some personality and first-person perspective?"
3. "Please review this technical summary. It feels too algorithmic and uses too many transition phrases. Rewrite it to be punchier and more direct."

Tips & Limitations

• Preserve the Core Message: The tool is designed to change the voice, not the facts. Always verify technical data after a rewrite.
• Context Matters: If the output feels too "casual," provide context to the agent, such as "keep it professional but conversational."
• Iterative Refinement: If the first pass doesn't hit the right tone, ask the agent to "dial back the slang" or "increase the skepticism" to better match your desired voice.
• Limitations: While this skill is powerful at rewriting, it cannot generate original facts that aren't present in the source text. It is a stylistic engine, not a research tool.