writing-humanizer
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.
Writing Humanizer identifies and removes AI-generated writing patterns to make text sound more natural and human.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-06-10
Writing Humanizer identifies and removes AI-generated writing patterns to make text sound more natural and human. 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.
Use it when
- writing-humanizer identifies robotic constructions like excessive em dashes, hedging phrases, superficial -ing phrases, vague attributions.
- Yes.
Verify before relying
Read SKILL.md below before installing (3 files). Open directory: indexed for reading, not audited.
Install
hairyf/skills/writing-humanizer · repository language: MDX
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Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How does writing-humanizer remove AI writing patterns from my text?
writing-humanizer scans your content for telltale AI markers: promotional tone, vague claims, rule-of-three patterns, em dash overuse, copula avoidance, and AI-favored vocabulary. It flags these patterns and suggests replacements that sound more natural and human-written, transforming sterile language into authentic voice.
What specific AI-sounding language does writing-humanizer detect and fix?
writing-humanizer identifies robotic constructions like excessive em dashes, hedging phrases, superficial -ing phrases, vague attributions, and overused AI vocabulary. It also catches copula avoidance (dropping "is" or "are") and promotional clichés. Each detection includes guidance to rewrite the passage with genuine personality.
Can writing-humanizer make my AI-generated content sound human?
Yes. writing-humanizer goes beyond pattern detection—it injects personality and human voice into formulaic writing. By eliminating robotic phrasing, vague language, and artificial constructions, it transforms sterile AI output into text that reads like it came from a real person with authentic perspective and tone.
What does writing-humanizer do about em dashes and promotional language?
writing-humanizer flags em dash overuse and promotional tone as key AI markers. It suggests reducing em dashes to natural levels and replacing hyperbolic or vague claims with grounded, specific language. This removes the artificial polish that signals machine generation.
How can writing-humanizer help me detect AI patterns in articles?
writing-humanizer analyzes your text for clusters of AI patterns—rule-of-three structures, hedging phrases, superficial -ing constructions, and vocabulary favored by language models. By identifying these overlapping markers, it helps you spot AI-generated sections and rewrite them with authentic human voice.
Is writing-humanizer licensed for commercial use?
Yes. writing-humanizer is released under the MIT license, which permits commercial and private use, modification, and distribution with minimal restrictions.
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.
Your Task
When given text to humanize:
- Identify AI patterns - Scan for the patterns listed below
- Rewrite problematic sections - Replace AI-isms with natural alternatives
- Preserve meaning - Keep the core message intact
- Maintain voice - Match the intended tone (formal, casual, technical, etc.)
- **Add
(truncated - see the full file via the links below)
File tree — 3 files
skills/writing-humanizer/README.md
skills/writing-humanizer/SKILL.md
skills/writing-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.
Humanizer identifies and rewrites text that bears hallmarks of AI generation, replacing sterile patterns with genuine personality and natural rhythm. It scans for 24 common AI writing signatures—from significance inflation to synonym cycling—then reconstructs passages with opinions, specificity, and human imperfection. The skill goes beyond pattern removal to inject actual voice, ensuring your writing sounds like it came from a thinking 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 telltale signs of artificial writing—promotional language, superficial analysis, excessive em dashes, and AI vocabulary—then rewrites them to sound genuinely human. It goes beyond pattern removal to inject personality and voice, helping you edit drafts, review content, and clean up LLM output into prose that reads like it came from a real person.
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