humanizer-zh

humanizer-zh is a skill for Claude Code, Codex from felinics/Memoh. It costs 120 tokens per session (5,461 once invoked), scanned A, original, AGPL-3.0.

A Chinese-language editing guide for making text sound more naturally human-written. It focuses on common patterns associated with AI-generated prose.

In plain words
What is it for?
Use it to revise or review Chinese text for a more natural style.
Why use it?
It helps remove exaggerated claims, vague wording, repetitive structures, and other writing habits that can make text feel artificial.

Skill for Claude CodeCodex

About the project

Memoh is an open-source multi-agent platform that gives each AI agent a persistent computer-like workspace with a filesystem, desktop, browser, network access, and long-term memory. It is for individuals and teams running agents continuously, including built-in agents or coding agents such as Claude Code and Codex, through chat platforms and a web interface.

felinics/Memoh · 2,177 stars · on GitHub · memoh.ai

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.

agentmods
npx agentmods add skills/felinics/memoh/humanizer-zh
Any agent
npx skills add felinics/Memoh --skill humanizer-zh
Clone the repo
git clone --depth 1 https://github.com/felinics/Memoh

Made for: Claude Code, Codex.

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-zh

README.md
[![agentmods](https://agentmods.dev/badge/skills/felinics/memoh/humanizer-zh.svg)](https://agentmods.dev/skills/felinics/memoh/humanizer-zh)
Your own site
<a href="https://agentmods.dev/skills/felinics/memoh/humanizer-zh"><img src="https://agentmods.dev/badge/skills/felinics/memoh/humanizer-zh.svg" alt="Measured on agentmods" height="20"></a>
Per session 120 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,461 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00120 $0.05461
Opus 5 $0.00060 $0.02730
Sonnet 5 $0.00024 $0.01092
Haiku 4.5 $0.00012 $0.00546

Measured 6d ago against content hash e0edbdbc9008, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

humanizer-zh 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 6d 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.

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.

.agents/skills/humanizer-zh/SKILL.md · 485 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

2 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. 6d ago First seen · 485 lines · 120 tokens per session scan A e0edbdbc9008

Subscribe to this mod's changes

humanizer-zh is a skill published in the GitHub repository felinics/Memoh (2,177 stars, last pushed today), licensed AGPL-3.0. It adds 120 tokens to every session and 5,461 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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