humanizer

humanizer is a skill for Claude Code from lornshrimp/Lorn.NovelWriteSkills. It costs 93 tokens per session (7,428 once invoked), scanned A, original, no licence file.

A writing editor that finds and removes signs of AI-generated prose, based on a guide describing common AI-writing patterns. It addresses issues such as inflated symbolism, promotional wording, and vague analysis.

In plain words
What is it for?
Reviewing and rewriting text to remove AI-like patterns and make it sound more human-written.
Why use it?
It helps turn text that feels machine-written into clearer, more natural prose. It focuses on editing and review rather than adding new subject matter.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the humanizer plugin — 1 skill shipped together

Good fit Reviewing and rewriting text to remove AI-like patterns and make it sound more human-written.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lornshrimp/lorn.novelwriteskills/humanizer-main
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.

Any agent
npx skills add lornshrimp/Lorn.NovelWriteSkills --skill humanizer-main
Clone the repo
git clone --depth 1 https://github.com/lornshrimp/Lorn.NovelWriteSkills

Made for: Claude Code.

Or install humanizer, the plugin that ships this one along with the rest of its 1 skill.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for humanizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/lornshrimp/lorn.novelwriteskills/humanizer-main/github.svg)](https://agentmods.dev/skills/lornshrimp/lorn.novelwriteskills/humanizer-main)
Your own site
<a href="https://agentmods.dev/skills/lornshrimp/lorn.novelwriteskills/humanizer-main"><img src="https://agentmods.dev/badge/skills/lornshrimp/lorn.novelwriteskills/humanizer-main/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for humanizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/lornshrimp/lorn.novelwriteskills/humanizer-main"><img src="https://agentmods.dev/badge/skills/lornshrimp/lorn.novelwriteskills/humanizer-main.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 93 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,428 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00093 $0.07428
Opus 5 $0.00046 $0.03714
Sonnet 5 $0.00019 $0.01486
Haiku 4.5 $0.00009 $0.00743

Measured 12d ago against content hash 243aecdafecb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

humanizer scanned grade A with 1 finding 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 12d ago.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- **Curly quotes alone.** macOS, Word, Google Docs, and most CMSes auto-curl by default. Curly quotes only count when stacked with other tells.
CommonSkills/通用-去AI味重写/humanizer-main/SKILL.md · 623 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

5 files beside SKILL.md 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.

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.

  1. 12d ago First seen · 623 lines · 93 tokens per session scan A 243aecdafecb

Subscribe to this mod's changes

humanizer is a skill published in the GitHub repository lornshrimp/Lorn.NovelWriteSkills (209 stars, last pushed 8d ago), with no licence file. It adds 93 tokens to every session and 7,428 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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