humanize
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.
Humanize removes AI writing patterns from text to make it sound more natural and human-written.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-24
Humanize removes AI writing patterns from text to make it sound more natural and human-written. 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.
Use it when
- Humanize targets excessive em dashes, superficial -ing analyses, inflated symbolism, weasel words, chatbot hedging.
- Yes.
Verify before relying
Read SKILL.md below before installing (2 files). Open directory: indexed for reading, not audited.
Install
pproenca/dot-skills/humanize · repository language: Shell
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Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How does humanize remove AI writing patterns from my text?
Humanize scans for telltale AI markers—em dashes, rule-of-three lists, hedging phrases, vague attributions, and promotional language—then rewrites them into natural alternatives. It replaces sterile phrasing with varied sentence rhythm, specific details, and authentic voice, preserving your meaning while stripping the robotic tone.
What specific AI vocabulary and linguistic markers does humanize detect?
Humanize targets excessive em dashes, superficial -ing analyses, inflated symbolism, weasel words, chatbot hedging, and promotional flourishes. It flags vague attributions, rule-of-three overuse, and filler phrases that signal machine generation, then suggests rewrites that sound like a real person wrote them.
Can humanize make my writing sound more human and authentic?
Yes. Humanize adds personality, voice, and specificity to bland writing by injecting opinions, varying sentence structure, and replacing generic phrasing with genuine alternatives. It transforms sterile AI-generated content into text that reads as though written by someone with a real perspective and natural cadence.
Does humanize edit out promotional language and inflated symbolism?
Humanize identifies and rewrites promotional language, excessive symbolism, and marketing-speak that often accompanies AI generation. It strips inflated phrasing and restores straightforward, credible tone—removing the polished-but-hollow feel that signals machine authorship.
How does humanize fix vague attributions and superficial analyses?
Humanize detects superficial -ing constructions, vague attributions, and analyses that lack depth or specificity. It flags these patterns and suggests rewrites that ground claims in concrete detail, eliminate weasel words, and replace surface-level observations with more substantive alternatives.
What license does humanize use?
Humanize is released under the MIT license, allowing free 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,
(truncated - see the full file via the links below)
File tree — 2 files
skills/.experimental/humanize/SKILL.md
skills/.experimental/humanize/metadata.json
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Related skills
Human Writing identifies and removes telltale signs of AI-generated text—promotional language, superficial analyses, vague attributions, and overused vocabulary—so your writing sounds like it came from a real person. Beyond just stripping AI patterns, it guides you to add genuine voice: opinions, varied rhythm, specificity, and personality that make prose feel alive.
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.
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.
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.
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