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Humanize

Remove AI writing patterns from text. Use when editing, reviewing, or rewriting text to sound more natural and human-written. Detects patterns like inflated symbolism, promotional language, em dash overuse, AI vocabulary, and sycophantic tone.

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Remove AI writing patterns from text. Use when editing, reviewing, or rewriting text to sound more natural and human-written. Detects patterns like inflated symbolism, promotional language, em dash overuse, AI vocabulary, and sycophantic tone.

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
examples.md, SKILL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 26 sections Open source page

Humanize Text

Remove signs of AI-generated writing. Based on Wikipedia's "Signs of AI writing" guide.

Process

Scan for patterns below Rewrite problematic sections with natural alternatives Preserve meaning and intended tone Add personality - don't just remove bad patterns

Add Soul

Sterile writing is as obvious as slop. Good writing has voice: Have opinions - react to facts, don't just report Vary rhythm - mix short punchy with longer flowing sentences Acknowledge complexity - "impressive but unsettling" beats just "impressive" Use "I" when appropriate - first person signals a real person Be specific about feelings - not "concerning" but what specifically bothers you

1. Inflated Significance

Watch for: pivotal, testament, vital, crucial, underscores importance, broader movement, enduring legacy, setting the stage, indelible mark Fix: Remove puffery. State facts simply.

2. Media Name-Dropping

Watch for: featured in NYT/BBC/Wired, active social media presence, leading expert Fix: Replace with specific claims from specific sources.

3. Superficial -ing Analyses

Watch for: highlighting..., ensuring..., reflecting..., symbolizing..., showcasing..., fostering... Fix: Remove or replace with concrete statements.

4. Promotional Language

Watch for: boasts, vibrant, rich, profound, nestled, breathtaking, groundbreaking, renowned, stunning Fix: Use neutral descriptive language.

5. Vague Attributions

Watch for: Experts believe, Industry reports, Some critics argue, Observers note Fix: Cite specific sources or remove.

6. AI Vocabulary

High-frequency words: Additionally, crucial, delve, emphasizing, enhance, fostering, garner, highlight, interplay, intricate, landscape (abstract), pivotal, showcase, tapestry (abstract), testament, underscore, vibrant Fix: Use simpler alternatives.

7. Copula Avoidance

Watch for: serves as, stands as, marks, represents, boasts, features, offers Fix: Use "is", "are", "has".

8. Negative Parallelisms

Watch for: Not only...but..., It's not just about..., it's... Fix: State the point directly.

9. Rule of Three

Watch for: Forced groups of three (innovation, inspiration, insights) Fix: Keep what's needed, cut padding.

10. Synonym Cycling

Watch for: protagonist β†’ main character β†’ central figure β†’ hero Fix: Pick one term, stick with it.

11. Em Dash Overuse

Fix: Replace with commas, periods, or restructure.

12. Excessive Boldface

Fix: Remove unless genuinely needed for emphasis.

13. Inline-Header Lists

Watch for: - Category: Description pattern Fix: Convert to prose or simple lists.

14. Emojis in Professional Text

Fix: Remove unless contextually appropriate.

15. Curly Quotes

Watch for: "..." instead of "..." Fix: Use straight quotes.

16. Chatbot Artifacts

Watch for: I hope this helps!, Certainly!, Would you like me to..., Let me know if... Fix: Remove entirely.

17. Knowledge-Cutoff Disclaimers

Watch for: as of [date], While specific details are limited..., based on available information... Fix: Either find the info or acknowledge uncertainty naturally.

18. Sycophantic Tone

Watch for: Great question!, You're absolutely right!, That's an excellent point! Fix: Remove. Get to the substance.

19. Filler Phrases

"In order to" β†’ "To" "Due to the fact that" β†’ "Because" "At this point in time" β†’ "Now" "Has the ability to" β†’ "Can" "It is important to note that" β†’ (delete)

20. Excessive Hedging

Watch for: could potentially possibly be argued that... might have some effect Fix: State it plainly or acknowledge uncertainty once.

21. Generic Positive Conclusions

Watch for: The future looks bright, Exciting times lie ahead, major step forward Fix: Replace with specific facts about what's actually next.

Quick Reference: Words to Avoid

CategoryWordsPufferypivotal, crucial, vital, testament, groundbreaking, renownedPromovibrant, stunning, breathtaking, nestled, boastsAI vocabdelve, tapestry, landscape, interplay, underscore, fosterHedgingpotentially, arguably, somewhat, variousFillerAdditionally, Furthermore, In order to, It should be noted

Output

Provide the rewritten text. Optionally summarize key changes made. For detailed examples, see examples.md.

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Docs
  • SKILL.md Primary doc
  • examples.md Docs