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AI Humanizer

Checked
brandonwise·v1.0.0·writing·MIT

Detect and remove AI writing patterns from text, making it sound natural and human. Based on 24 pattern detectors and 500+ vocabulary substitutions from Wikipedia's Signs of AI Writing guide.

Repository

Install on your platform

Showing OpenClaw.

  1. 1

    Run this in your terminal

    terminal
    $ openclaw skills install ai-humanizer

What we know about this skill

Publisher

brandonwise

Taken from the source listing. We haven't verified who controls this account.

Install target

Pinned to 42b871f2

Installs fetch a stored snapshot of that commit, so the code can't change after the fact.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Only contacts known or declared hosts: github.com.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

    Hosts contacted

    github.comsource host

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned brandonwise/humanizer at 4b9b9bee38.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
4b9b9bee38
Manifest
SKILL.md
Scanned
41 files, 9,348 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The ai-humanizer skill detects and removes signs of AI-generated writing from text. It analyzes content using 29 AI writing pattern detectors, a vocabulary of over 500 terms across three tiers, and statistical text analysis techniques like burstiness and readability metrics. The tool then provides suggestions to make the text sound more natural and human.

When to use it

  • Refining blog posts: Improve the authenticity and engagement of articles drafted with AI assistance.
  • Editing marketing copy: Ensure promotional materials resonate with a human audience, avoiding robotic language.
  • Reviewing student essays: Help students identify and correct patterns indicative of AI-generated content.
  • Polishing creative writing: Enhance the flow and naturalness of stories or scripts that incorporate AI-assisted drafting.

Key capabilities

  • Detects 29 AI writing patterns
  • Utilizes a vocabulary of over 500 terms (tiered)
  • Performs statistical text analysis (burstiness, type-token ratio, readability metrics)
  • Provides actionable suggestions for improvement
  • Offers scoring (0-100) to quantify "AI-ness"

Example prompts

  • "Analyze this paragraph and suggest improvements to make it sound more human."
  • "Score the AI-readability of this article draft."
  • "Humanize this text with automatic fixes."

Tips & gotchas

The skill’s scoring engine weighs pattern detection (70%) higher than uniformity analysis (30%). For best results, review suggested changes carefully as automated fixes may not always be appropriate for all writing styles.

Tags

humanizerwritingai-detectionrewritetextcontent