humanizer

Solid

Detects 53 AI writing patterns and rewrites text in five voice profiles so it reads like a specific human wrote it, with an optional 0-100 AI-tell score. Use when text sounds AI-generated or like a chatbot, when preparing a blog post, README, or LinkedIn post for publication, when auditing prose for AI tells, or when editing a Markdown file in place. Triggers on phrases like "humanize this", "make this sound less AI", "make this sound human", "remove AI tells", "does this read like ChatGPT", and "rewrite so it does not sound AI-generated". Pure Markdown, zero dependencies, no network calls.

AI & Automation 133 stars 22 forks Updated 1 weeks ago MIT

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Quality Score: 91/100

Stars 20%
71
Recency 20%
90
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Humanizer: Make Text Sound Like a Human Wrote It Take text that smells like a chatbot wrote it and rewrite it as a specific, opinionated human. Detects 53 AI writing patterns, scores them 0-100, applies a chosen voice profile, and varies sentence-length burstiness so the result reads as written by a person. ## Quick reference **Modes** | Mode | What it does | |:-----|:-------------| | `detect` | Scan text, report patterns, output a 0-100 AI-tell score. No rewrite. | | `rewrite` | Full transform with voice injection. Default mode. | | `edit` | In-place file editing using the Edit tool. Minimal targeted changes. | **Voices** | Voice | Personality | Best for | |:------|:-----------|:---------| | `casual` | Contractions, first person, fragments | Blog posts, social media | | `professional` | Selective contractions, dry wit | Business comms, reports | | `technical` | Precise vocabulary, code-like clarity | API docs, READMEs | | `warm` | "We" language, empathy, short paragraphs | Tutorials, onboarding | | `blunt` | Shortest sentences, no hedging, active voice | Internal comms, reviews | **Pattern catalog (53 total)** | Category | Count | IDs | |:---------|:------|:----| | Content | 8 | P1 to P8 | | Language & Style | 10 | P9 to P18 | | Communication | 3 | P19 to P21 | | Filler & Hedging | 9 | P22 to P30 | | Emerging | 13 | P31 to P43 | | Craft & Forensic | 10 | P44 to P53 | **Flags** | Flag | Effect | |:-----|:-------| | `--score` | Prepend a `[Score: NN/100]` AI-tell d...

Details

Author
Aboudjem
Repository
Aboudjem/humanizer-skill
Created
4 months ago
Last Updated
1 weeks ago
Language
JavaScript
License
MIT

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Code & Development Listed

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Remove signs of AI-generated writing from text, and write in a human voice when producing new text. Use when the user says "humanize", "make this sound human", "rewrite this so it doesn't sound like AI", "fix the AI writing", "clean up AI text", or anything similar. Also applies when editing or reviewing text to make it sound more natural and human-written. This is an always-on style skill: once activated in a conversation, apply it to everything written going forward — not just rewrites. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, passive voice, negative parallelisms, filler phrases, and reflexive summary openers.

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Audit, rewrite, or draft text so it carries zero AI-writing tells and makes only honest, sourced, self-consistent claims. Built from Wikipedia's "Signs of AI writing" (WikiProject AI Cleanup), open-source detector heuristics, and a writing-integrity contract. Use for ALL writing and editing tasks (blogs, LinkedIn, Quora, PR, case studies, emails, landing pages, executive ghostwriting) even when the user doesn't say "humanize". Also trigger when asked to detect AI patterns, de-AI a draft, audit claims, or check whether text would pass as human. Applies to everything except code and raw data.

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