humanizer

Rewrite AI-generated text to remove common patterns and preserve meaning.

4|Updated May 18, 2026
One-click install
npx skills add https://github.com/ZardLi1115/zedclaw --skill humanizer-zardli1115
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/ZardLi1115/zedclaw/tree/main/skills/creative/humanizer
Command: npx skills add https://github.com/ZardLi1115/zedclaw --skill humanizer-zardli1115

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Humanizes AI-sounding writing by stripping common “AI tells” and replacing them with more natural phrasing, varied rhythm, and real voice while preserving the original meaning.

Core Features & Use Cases

  • AI-ism detection and cleanup: Identifies repeated pattern types (e.g., significance padding, weasel attributions, slogan-y conclusions, signposting headers) and rewrites the affected sections.
  • Voice matching (optional calibration): When you provide a sample of your own writing, it adapts sentence length, word choice, punctuation habits, paragraph flow, and transitions to match your style.
  • Output that keeps substance, not just surface edits: Rewrites with intent, adds “soul” (opinions, uncertainty, specificity), and includes a final anti-AI pass to catch lingering tells.

Quick Start

Humanize the following text so it sounds like a real person and remove any signs of AI writing while keeping the original meaning.

Frequently Asked Questions about humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I rewrite AI-generated text to sound more human?

To rewrite AI-generated text, the Skill scans for common AI writing patterns like significance padding and slogan-y conclusions, then rewrites those sections to inject a natural voice while preserving the original meaning.

What are common AI writing patterns to remove from drafts?

Common AI writing patterns include weasel attributions, signposting headers, and repetitive structural rhythm. The Skill identifies these pattern categories and replaces them with natural phrasing and varied sentence flow.

Can I match the rewritten prose to my own writing style?

Yes, you can match the rewritten prose to your writing style by providing a calibration sample. The Skill adapts sentence length, word choice, and punctuation habits to align with your specific voice.

Does the humanized output keep the original substance of the draft?

The humanized output keeps the original substance by rewriting with intent rather than just making surface edits. It adds opinions, uncertainty, and specificity to ensure the meaning remains intact without the AI tone.

What is the best way to remove AI tells from emails and documents?

The best way to remove AI tells is a final anti-AI review pass. After rewriting targeted sections, the Skill performs this final scan to catch any lingering AI-generated tells before delivering publish-ready prose.