humanizer

Rewrite AI-sounding text into natural prose using 35 detection patterns from Wikipedia.

Updated Aug 26, 2026
One-click install
npx skills add https://github.com/Yjj0333/skills-manager-backup --skill humanizer-yjj0333
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/Yjj0333/skills-manager-backup/tree/main/humanizer
Command: npx skills add https://github.com/Yjj0333/skills-manager-backup --skill humanizer-yjj0333

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve? AI-generated text carries recognizable tells such as inflated claims, sales language, em dashes, chatbot closings, and filler phrases. This Skill rewrites that text so it reads like a person wrote it, without changing the facts, names, numbers, or claims. ## Core Features & Use Cases - 35-pattern detection and rewrite: Checks text against patterns from Wikipedia's "Signs of AI writing", covering content, language, style, chatbot artifacts, and filler, then rewrites what still sounds artificial. - Fact preservation: Never invents names, dates, quotes, or citations; missing details trigger a question instead of a fabrication. - Voice matching: When you provide a writing sample, it follows your rhythm, word choice, and punctuation instead of default style rules. - Three output modes: Pasted text returns a draft plus critique plus final version; file mode rewrites only prose while leaving code, frontmatter, and links untouched; embedded mode returns only final text. - Use Case: Paste an AI-drafted blog post full of "nestled in", "testament to", and em dashes, and receive a natural rewrite that keeps every fact but drops the robotic cadence. ## Quick Start Ask the agent to humanize your pasted text, for example: "Please humanize this text: [your AI-written draft]".

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 the agent to humanize it. The skill checks the draft against 35 patterns from Wikipedia's Signs of AI writing, rewrites flagged passages, and returns a draft, a short critique, and a final version.

How do I rewrite AI text in my own writing voice?▼

Include two or three paragraphs of your own writing as a sample along with the text to rewrite. The skill analyzes your sentence length, word choice, and punctuation, then matches those habits instead of its default style rules.

Does humanizing text change the facts or meaning?▼

No. The skill keeps every claim, name, number, date, quote, and citation from the source. It never invents facts; if a sentence needs a missing detail, it asks you or uses a simpler sentence instead.

Can it rewrite AI text inside a Markdown file?▼

Yes. Give it a file path and it rewrites only the prose, leaving code blocks, YAML frontmatter, data, and link targets unchanged. It writes the final text to the file and returns a short summary.

What are the limitations of AI writing detection patterns?▼

Single signals like one em dash, curly quotes, or formal vocabulary are not proof of AI authorship. The skill flags text only when several stock patterns appear together and preserves deliberate stylistic choices such as repeated openings or genuine asides.