humanizer
Humanizer scans text for telltale AI patterns—vague attributions, excessive em dashes, promotional phrasing, and passive constructions—then rewrites them to sound genuinely human. It can match your own writing voice if you provide a sample, and goes beyond pattern removal to inject personality and opinion where the writing feels sterile.
Humanizer removes AI-generated writing patterns to make your text sound more naturally written by a real person.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-27
Humanizer removes AI-generated writing patterns to make your text sound more naturally written by a real person. Humanizer scans text for telltale AI patterns—vague attributions, excessive em dashes, promotional phrasing, and passive constructions—then rewrites them to sound genuinely human. It can match your own writing voice if you provide a sample, and goes beyond pattern removal to inject personality and opinion where the writing feels sterile.
Use it when
- Humanizer identifies and fixes specific AI vocabulary, passive voice, and structural tells that give away machine-generated text.
- Yes.
Verify before relying
Read SKILL.md below before installing (4 files). Open directory: indexed for reading, not audited.
Install
alecs5am/ralphy/humanizer · repository language: TypeScript
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Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
What does humanizer do?
Humanizer scans text for telltale AI patterns—vague attributions, excessive em dashes, promotional phrasing, and passive constructions—then rewrites them to sound genuinely human. It can match your own writing voice if you provide a sample, and goes beyond pattern removal to inject personality and opinion where the writing feels sterile.
How do I remove AI writing patterns with humanizer?
Humanizer identifies and fixes specific AI vocabulary, passive voice, and structural tells that give away machine-generated text. Paste your content and humanizer will rewrite problematic phrases, flatten overused em dashes, convert passive constructions to active voice, and replace vague attributions with direct language that reads naturally.
Can humanizer make text sound less robotic?
Yes. Humanizer targets the formal, hedged tone typical of AI output—phrases like "it's important to note" and "one could argue"—and replaces them with conversational, direct language. It also adds personality and opinion to sterile prose, making the final text feel written by a real person rather than a model.
Does humanizer detect AI language patterns?
Humanizer is built to detect and fix AI-generated prose by recognizing common tells: excessive em dashes, passive voice clusters, promotional language, and vague hedging. It flags these patterns and rewrites them, though the core strength lies in rewriting rather than flagging alone.
Can I match humanizer's edits to my own voice?
Yes. Humanizer can match writing to a reference sample or personal voice style. Provide a writing sample that reflects your tone and perspective, and humanizer will apply similar patterns—word choice, sentence rhythm, opinion density—to your AI-generated text so the final output sounds like you wrote it.
Is humanizer open source?
Humanizer is released under the Apache-2.0 license, making it free to use, modify, and distribute under the terms of that license.
SKILL.md
Rendered from the published skill. Quoted content, verbatim.
Humanizer: Remove AI Writing Patterns
You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.
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.agents/skills/humanizer/README.md
.agents/skills/humanizer/SKILL.md
.agents/skills/humanizer/WARP.md
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Related skills
Humanizer identifies telltale signs of AI-generated text—including promotional language, superficial analyses, em dash overuse, and artificial vocabulary—then rewrites problematic sections to restore natural voice. Beyond pattern removal, it injects personality and authenticity by varying sentence rhythm, adding opinions, and preserving human complexity that sterile writing lacks.
This skill detects and fixes telltale signs of AI-generated text—from promotional language and rule-of-three patterns to em dash overuse and AI vocabulary. Beyond removing these markers, it injects genuine voice and personality into writing, ensuring your text reads like it came from a real person, not an algorithm.
Humanize identifies and rewrites text that bears hallmarks of AI generation, replacing patterns like promotional language, superficial analyses, and vague attributions with natural alternatives. The skill preserves meaning while restoring voice and personality—injecting opinions, varying sentence rhythm, and adding specificity where sterile writing would otherwise remain.
Inno Humanizer identifies and eliminates signs of AI-generated writing—including promotional language, vague attributions, excessive em dashes, and superficial analyses—to restore a natural voice to your text. Beyond pattern removal, it helps inject genuine personality and perspective into writing that might otherwise feel sterile or algorithmic.
Humanizer identifies and rewrites AI-generated text patterns to restore natural voice and authenticity. It detects issues like promotional language, superficial analyses, excessive conjunctive phrases, and vague attributions, then replaces them with genuine alternatives. Beyond pattern removal, it helps inject personality and human perspective back into writing.
Humanizer identifies and removes telltale signs of AI-generated text—statistical patterns, undue emphasis on significance, and superficial phrasing—replacing them with natural alternatives. It works on drafts, blog posts, emails, and any text you want to sound less like an algorithm and more like a real person. Optionally match your own writing voice by providing a sample.
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