humanizer

PackDocs & knowledge

Humanizer plugin is a plugin that removes signs of AI-generated writing from text, making it sound more natural and human. It is based on Wikipedia's "Signs of AI writing" guide. An agent equipped with it can rewrite AI-sounding text into natural human-style prose.

Unavailable. Delivery for this kind is on the roadmap — not serving yet.

Have an agent setup that supports installing plugins.

What your AI can do with it

  • Detects signs of AI-generated writing in text
  • Rewrites AI-sounding text into natural human-style prose
  • Applies Wikipedia's "Signs of AI writing" guide as its basis
  • Works on documents and other written text

Getting started

  1. Have an agent setup that supports installing plugins.
  2. Add the humanizer plugin to your configuration.
  3. Give the agent text you want rewritten and ask it to remove signs of AI writing.

Signals

GitHub stars
52k
Forks
4k
Last commit
Sep 2026
Hacker News mentions
19

What people say

Users praise humanizer as a simple /command that removes AI tells like em-dashes and makes Claude's writing read human. However, one user who tested it repeatedly found it failed to fool an AI detector, hallucinated content, and made the writing more slop-like.

Praised for
kills AI tells like em-dashes so text reads human
simple to use via /humanizer command
Complaints
failed to fool AI detectors in testing
hallucinates and output is more slop than before

Summarized from 20 public posts. Opinions are theirs, not ahel's.

Questions

What does the humanizer plugin do?
It removes signs of AI-generated writing from text, making it sound more natural and human, based on Wikipedia's "Signs of AI writing" guide.
What is it based on?
Wikipedia's "Signs of AI writing" guide.
Can it rewrite any text?
It rewrites AI-sounding text into natural human-style prose; the item does not specify restrictions on text types.
Advanced
Item type
plugin
Key
blader-humanizer-humanizer
Source
github.com/blader/humanizer