runesleo-humanizer
Best for Content editorsWorks with GitHubLow risk
⌘source
- author
@LeoYeAI- language
- Python
★2kstars
306forks
May 6, 2026
✦overview.md
Key Features
- ·Detects 24 common AI writing patterns
- ·Based on Wikipedia's AI Cleanup guide
- ·Rewrites text naturally while preserving meaning
- ·Supports all languages
- ·Includes anti-AI pass step
- ·Maintains original tone and voice
Use Cases
- →Editing blog posts or articles to remove AI-generated phrasing
- →Reviewing content for natural flow before publishing
- →Cleaning up AI-written documentation for readability
Best for
- ✓Content editors
- ✓Writing review
- ✓Naturalization of AI text
Not ideal for
- !Fiction writing style guides
- !Poetry or creative prose
FAQs
name
Humanizer
description
Remove signs of AI-generated writing from text. Detects and fixes 24 common
AI patterns including inflated symbolism, promotional language, superficial
analyses, vague attributions, em dash overuse, rule of three, AI vocabulary
words, negative parallelisms, and sycophantic tone. Based on Wikipedia's
"Signs of AI writing" guide maintained by WikiProject AI Cleanup.
version:1.0.0
when_to_use:when editing or reviewing text to make it sound more natural and human-written
languages:all
attribution:Based on Wikipedia "Signs of AI writing" (CC BY-SA 4.0). Patterns and examples adapted for skill format.
allowed-tools:["Read","Write","Edit","Grep","Glob","AskUserQuestion"]
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 soul - Don't just remove bad patterns; inject actual personality
- Do a final anti-AI pass - Prompt: "What makes the below so obviously AI generated?" Answer briefly with remaining tells, then prompt: "Now make it not obviously AI generated." and revise
PERSONALITY AND SOUL
Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop. Good writing has a human behind it.
Signs of soulless writing (even if technically "clean"):
- Every sentence is the same length and structure
- No opinions, just neutral reporting
$install
1-click copynpx skills add LeoYeAI/openclaw-master-skills --skill runesleo-humanizerSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
5/ 5
excellentVery clear and well structured, with almost no room for misunderstanding.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
4/ 5
highMostly actionable with clear steps; only a few small gaps remain.