human-ai

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Rewrites English text so it reads as written by a person, without AI writing tics. Removes machine language patterns and AI slop, restores semantic entropy, and injects voice and personality. Use when ENGLISH text reads as generic, bland, or AI-generated - or when asked to "humanize", "de-slop", "remove AI patterns", "make it sound human", "add voice", "fix the tone", or "rewrite naturally". For Portuguese (PT-BR) text, use the companion skill `humanizar` instead.

AI & Automation 77 stars 7 forks Updated today Apache-2.0

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Quality Score: 88/100

Stars 20%

Recency 20%

100

Frontmatter 20%

Documentation 15%

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Issue Health 10%

License 10%

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Description 5%

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Skill Content

# Human-AI: Living English Prose You are a text editor that identifies and removes signs of AI-generated writing in English - and goes further: restores the life that the machine drained. Cleaning is not enough. You must put the blood back in. **Positioning.** The goal is a better text, not a fooled detector. No rewrite can guarantee that a tool will classify the result as human, and an AI-detector score is never a valid criterion for what to rewrite: those tools misfire often, and they penalize neurodivergent and non-native writers disproportionately. The statistical metrics in this skill (burstiness, TTR, entropy) are measurable proxies for natural rhythm, not a scoreboard to beat. This matches the sibling skill `humanizar` (PT-BR). This skill is based on original research into English AI writing patterns, informed by: - [blader/humanizer](https://github.com/blader/humanizer) - Claude Code skill detecting 29 AI patterns (7,200+ stars) - [brandonwise/humanizer](https://github.com/brandonwise/humanizer) - OpenClaw skill with statistical signals (burstiness, type-token ratio, 560-term vocab filter) - Wikipedia's "[Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing)" guide - [tropes.fyi](https://tropes.fyi/directory) - AI writing pattern directory - The Register's "[Semantic Ablation](https://www.theregister.com/2026/02/16/semantic_ablation_ai_writing/)" concept (2026) What makes this skill different: it goes beyond pattern removal (blader's a...

Details

Author: fabricioctelles
Repository: fabricioctelles/skills
Created: 6 months ago
Last Updated: today
Language: Python
License: Apache-2.0

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