humanizer

Rewrites text to remove 30 documented patterns of AI-generated writing.

1|1|Updated Jul 6, 2026
One-click install
npx skills add https://github.com/muhammaddadu/ai-skill-collection --skill humanizer-muhammaddadu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/muhammaddadu/ai-skill-collection/tree/main/utilities/humanizer
Command: npx skills add https://github.com/muhammaddadu/ai-skill-collection --skill humanizer-muhammaddadu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries recognizable tells—inflated significance, promotional language, em-dash overuse, rule-of-three lists, filler phrases—that make writing sound robotic and erode reader trust. This Skill detects and rewrites those patterns so text reads as natural, human-authored prose. ## Core Features & Use Cases - 30-Pattern Detection and Rewrite: Identifies and fixes content, language, style, and communication patterns from Wikipedia's "Signs of AI writing" guide, with before/after examples for each. - Voice Calibration: Analyzes a sample of your own writing and matches its sentence rhythm, word choice, and quirks in the rewrite instead of producing generic output. - Two-Pass Audit Loop: Produces a draft rewrite, runs an "obviously AI generated" audit on it, then delivers a final version with zero em or en dashes. - Use Case: Paste an AI-drafted blog post or product announcement and receive a rewrite that preserves the meaning and structure while stripping chatbot artifacts, sycophantic openers, and formulaic conclusions. ## Quick Start Ask the agent to humanize your pasted text, optionally including a sample of your own writing for voice matching.

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 more human?▼

Paste the text and ask the agent to humanize it. The skill scans for 30 known AI writing patterns, rewrites each instance with natural alternatives, then runs a second audit pass to catch remaining tells before delivering the final version.

What AI writing patterns does humanizer detect?▼

It detects 30 patterns across four groups: content issues like significance inflation and vague attributions, language issues like copula avoidance and rule of three, style issues like em dashes and boldface overuse, and communication artifacts like sycophantic openers and chatbot sign-offs.

Can humanizer match my personal writing style?▼

Yes, provide two to three paragraphs of your own writing as a voice sample. The skill analyzes your sentence rhythm, word choice, and punctuation habits, then applies them to the rewrite instead of producing generic clean output.

Does humanizer work with Claude Code and OpenCode?▼

Yes, it installs into either tool's skills directory. OpenCode also scans the Claude Code skills folder, so a single clone into ~/.claude/skills/humanizer works for both.

When should I not use humanizer on text?▼

Do not use it for factual editing or translation, and avoid over-editing genuinely human prose. Clean grammar, formal vocabulary, or a single em dash alone are not AI indicators; the skill looks for clusters of tells before rewriting.