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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

24 2 MITupdated by hairyf

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.

manual: git clone https://github.com/hairyf/skills → cp -r skills/skills/writing-humanizer ~/.claude/skills/writing-humanizer
skills/writing-humanizer/SKILL.md · version 58e40f28

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.

Same gist for agents: .md · .json

Install

hairyf/skills/writing-humanizer · repository language: MDX

Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.

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:

  1. Identify AI patterns - Scan for the patterns listed below
  2. Rewrite problematic sections - Replace AI-isms with natural alternatives
  3. Preserve meaning - Keep the core message intact
  4. Maintain voice - Match the intended tone (formal, casual, technical, etc.)
  5. **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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Tags
text-authenticitycontent-editingai-detectionvoice-restorationprose-qualitylanguage-patternswriting-stylenaturalness-scoringtone-adjustment