A writing editor that removes patterns commonly associated with AI-generated text and makes prose sound more natural. It is based on Wikipedia’s guide to signs of AI writing.

Use it to edit drafts, articles, and other prose for a more natural writing style.

It helps revise text that sounds formulaic or machine-written.

humanizer — Plugin by groniz

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code

/plugin marketplace add groniz/groniz-cli

agentmods

npx agentmods add plugins/groniz/groniz-cli/humanizer

Clone the repo

git clone --depth 1 https://github.com/groniz/groniz-cli

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin 100% copy Near-identical to another mod in the catalogue.

Security

Grade A, and why

humanizer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to humanizer — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/humanizer/.claude-plugin/plugin.json · 15 lines

What it actually says

{
  "$schema": "https://json.schemastore.org/claude-code-plugin-manifest.json",
  "name": "humanizer",
  "description": "Remove signs of AI-generated writing from text, making it sound more natural and human. Based on Wikipedia's \"Signs of AI writing\" guide.",
  "version": "2.8.2",
  "author": {
    "name": "blader",
    "url": "https://github.com/blader"
  },
  "homepage": "https://github.com/blader/humanizer",
  "repository": "https://github.com/blader/humanizer",
  "license": "MIT",
  "keywords": ["writing", "editing", "ai-detection", "humanize", "prose", "style"]
}

Files

What ships with it

1 file beside plugin.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

marketplace.json 622 B

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

yesterday First seen · 15 lines scan A 4d0663f4f41e

Subscribe to this mod's changes

humanizer is a plugin published in the GitHub repository groniz/groniz-cli (2 stars, last pushed 22d ago), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. It is 100% identical to humanizer, differing in 2 lines, and is treated as a copy.

Writing and docs claude-code cli codex groniz hermes-agent skills

humanizer

Getting it into your agent

Grade A, and why

Nothing flagged

This is a copy

What it actually says

What ships with it

What this file has done since we first saw it

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