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Ai Writing Humanizer

Automatically strip AI writing patterns and stock phrases from user-facing prose before sending. Use when preparing longer texts to ensure a natural, human t...

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High Signal

Automatically strip AI writing patterns and stock phrases from user-facing prose before sending. Use when preparing longer texts to ensure a natural, human t...

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

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
SKILL.md, references/signs-of-ai-writing.md, scripts/humanize.py, tests/test_humanizer.py

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
0.1.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 4 sections Open source page

AI Writing Humanizer

Provide a cleaned, human-sounding version of input text by removing or rewriting common AI-generated writing patterns. Load this skill automatically for any user-facing prose longer than ~150 words.

Patterns Covered

Overuse of hedging phrases: "At the end of the day", "It's worth noting", "It is important to remember" Stock transitions and signposts: "First", "Secondly", "Finally" Structural markers: em dashes (โ€”), parentheses for side notes, bullet-like serial lists Predictable rule-of-three constructs: "X, Y, and Z" used as checklist language Passive voice sections flagged by "was", "were", "has been" Performed authenticity cues: "I hope this helps", "Let me know if you have any questions"

Usage

Pass input text to scripts/humanize.py --input text.txt --output cleaned.txt. For integrations, import humanize_text() from the script and apply before sending.

Bundled Resources

scripts/humanize.py โ€” Python script implementing regex-based pattern removal and light rewriting references/signs-of-ai-writing.md โ€” List of AI writing signs based on Wikipedia tests/test_humanizer.py โ€” Regression tests to detect patterns

Category context

Writing, remixing, publishing, visual generation, and marketing content production.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Docs2 Scripts
  • SKILL.md Primary doc
  • references/signs-of-ai-writing.md Docs
  • scripts/humanize.py Scripts
  • tests/test_humanizer.py Scripts