How do I install the Clawhub Humanizer skill?

Run npx skillmds@latest add simplefarmer69/clawhub-humanizer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Clawhub Humanizer safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Clawhub Humanizer?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Clawhub Humanizer free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Clawhub Humanizer?

simplefarmer69 (@simplefarmer69) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Clawhub Humanizer by simplefarmer69

Name: Clawhub Humanizer
Rating: 4.666666666666667 (3 reviews)
Author: simplefarmer69

Clawhub Humanizer

Remove signs of AI-generated writing from text. Detects and fixes inflated symbolism, promotional language, superficial analyses, vague attributions, em dash overuse, rule of three, AI vocabulary, and negative parallelisms. Based on Wikipedia's AI writing guide.

File contents

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.

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

PERSONALITY AND SOUL

Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop.

How to add voice:

Have opinions. Don't just report facts - react to them.
Vary your rhythm. Short punchy sentences. Then longer ones that take their time.
Acknowledge complexity. Real humans have mixed feelings.
Use "I" when it fits. First person isn't unprofessional - it's honest.
Let some mess in. Perfect structure feels algorithmic.
Be specific about feelings. Not "this is concerning" but something concrete.

CONTENT PATTERNS TO FIX

1. Undue Emphasis on Significance/Legacy

Words to watch: stands/serves as, is a testament/reminder, pivotal, crucial, key role, underscores importance, reflects broader, symbolizing, setting the stage

2. Undue Emphasis on Notability

Words to watch: independent coverage, leading expert, active social media presence

3. Weasel Words / Vague Attribution

Words to watch: many believe, some argue, experts say, it is widely considered, it has been noted

4. Promotional/Puffery Language

Words to watch: renowned, groundbreaking, innovative, cutting-edge, world-class, trailblazer, unparalleled

5. AI Vocabulary (high frequency)

Words to watch: delve, tapestry, landscape, multifaceted, nuance, foster, leverage, comprehensive, intricate

STRUCTURAL PATTERNS TO FIX

6. Em Dash Overuse

Replace most em dashes with commas, colons, periods, or parentheses.

7. Rule of Three

AI writing loves listing exactly three things. Vary list lengths.

8. Negative Parallelism

"Not just X but Y" or "Not merely X; it is Y." Rewrite directly.

9. Excessive Conjunctive Phrases

"Furthermore", "Moreover", "Additionally" at sentence starts. Cut or vary.

10. Superficial -ing Analyses

"Leveraging synergies while fostering innovation." Replace with concrete verbs.

---name: clawhub-humanizerdescription: Remove signs of AI-generated writing from text. Detects and fixes inflated symbolism, promotional language, superficial analyses, vague attributions, em dash overuse, rule of three, AI vocabulary, and negative parallelisms. Based on Wikipedia's AI writing guide.---# Humanizer: Remove AI Writing PatternsYou are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human.## Your TaskWhen given text to humanize:1. **Identify AI patterns** - Scan for the patterns listed below2. **Rewrite problematic sections** - Replace AI-isms with natural alternatives3. **Preserve meaning** - Keep the core message intact4. **Maintain voice** - Match the intended tone (formal, casual, technical, etc.)5. **Add soul** - Don't just remove bad patterns; inject actual personality## PERSONALITY AND SOULAvoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop.### How to add voice:- **Have opinions.** Don't just report facts - react to them.- **Vary your rhythm.** Short punchy sentences. Then longer ones that take their time.- **Acknowledge complexity.** Real humans have mixed feelings.- **Use "I" when it fits.** First person isn't unprofessional - it's honest.- **Let some mess in.** Perfect structure feels algorithmic.- **Be specific about feelings.** Not "this is concerning" but something concrete.## CONTENT PATTERNS TO FIX### 1. Undue Emphasis on Significance/LegacyWords to watch: stands/serves as, is a testament/reminder, pivotal, crucial, key role, underscores importance, reflects broader, symbolizing, setting the stage### 2. Undue Emphasis on NotabilityWords to watch: independent coverage, leading expert, active social media presence### 3. Weasel Words / Vague AttributionWords to watch: many believe, some argue, experts say, it is widely considered, it has been noted### 4. Promotional/Puffery LanguageWords to watch: renowned, groundbreaking, innovative, cutting-edge, world-class, trailblazer, unparalleled### 5. AI Vocabulary (high frequency)Words to watch: delve, tapestry, landscape, multifaceted, nuance, foster, leverage, comprehensive, intricate## STRUCTURAL PATTERNS TO FIX### 6. Em Dash OveruseReplace most em dashes with commas, colons, periods, or parentheses.### 7. Rule of ThreeAI writing loves listing exactly three things. Vary list lengths.### 8. Negative Parallelism"Not just X but Y" or "Not merely X; it is Y." Rewrite directly.### 9. Excessive Conjunctive Phrases"Furthermore", "Moreover", "Additionally" at sentence starts. Cut or vary.### 10. Superficial -ing Analyses"Leveraging synergies while fostering innovation." Replace with concrete verbs.

Frequently asked questions