humanizer

Rewrite text to remove AI writing patterns and restore natural human voice.

1|Updated Jun 24, 2026
One-click install
npx skills add https://github.com/maopujie10-sys/Bailongma --skill humanizer-maopujie10-sys
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/maopujie10-sys/Bailongma/tree/main/skills/hermes-skills/creative/humanizer
Command: npx skills add https://github.com/maopujie10-sys/Bailongma --skill humanizer-maopujie10-sys

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries recognizable patterns—significance inflation, promotional language, em dash overuse, formulaic structures—that make writing sound robotic and erode reader trust. This Skill identifies 29 documented AI writing patterns and rewrites text to sound natural and human. ## Core Features & Use Cases - Pattern Detection and Removal: Scans for 29 documented AI tells including vague attributions, rule-of-three overuse, copula avoidance, sycophantic tone, and filler phrases, then rewrites each problematic section. - Voice Calibration: Analyzes a user-provided writing sample (inline or by file path) and matches its sentence rhythm, word choice, and punctuation habits in the rewrite. - Personality Injection: Goes beyond removing bad patterns by adding opinions, varied rhythm, first-person perspective, and specific details so the text has a genuine human voice. - Use Case: You drafted a blog post with an AI assistant and it reads like generic slop. Paste the text in, optionally attach a sample of your own past writing, and receive a draft rewrite, a self-audit of remaining AI tells, and a final polished version. ## Quick Start Humanize this blog post draft so it sounds like a real person wrote it, and match the voice in my sample file at notes/my-style.md.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I make AI-generated text sound human?

Paste the text and ask for it to be humanized. The skill scans for 29 documented AI writing patterns like significance inflation, em dash overuse, and vague attributions, then rewrites each problem section while preserving your core meaning.

How to rewrite text to match my own writing style?

Provide a sample of your own writing, either pasted inline or as a file path. The skill analyzes your sentence length, word choice, punctuation habits, and transitions, then matches that voice in the rewrite instead of using a generic style.

What are the signs of AI-generated writing?

Common tells include words like delve, testament, and vibrant, superficial -ing phrases, rule-of-three groupings, negative parallelisms, em dash overuse, boldface list headers, and vague attributions like experts argue. The skill checks for 29 documented patterns.

Can humanizing edit files directly instead of pasted text?

Yes. Point the skill at a file path and it reads the file, applies targeted edits with patch or a full rewrite with write_file, then shows you a diff or the changed sections rather than silently overwriting.

Does removing AI patterns change the meaning of my text?

No. The rewrite preserves the core message and intended tone, whether formal, casual, or technical. It replaces AI-isms with natural alternatives and adds specificity, but the underlying content stays intact.