humanizer-ru DSH plugin

Humanizer-ru is a skill for AI agents that detects and removes signs of machine generation in Russian text. It uses 38 patterns and 39 regex markers to identify GPT-style writing, then rewrites it naturally without distorting facts. The skill is designed for integration with Claude Code, DSH, and other AI environments.

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How to install the humanizer-ru DSH plugin

dsh plugin --profile web add "github:Vladimir-Human/humanizer-ru#path:/dsh

Copying does not run this command. Review the repository and version before installing the humanizer-ru DSH plugin.

humanizer-ru DSH plugin data source

humanizer-ru DSH plugin snapshot date: Aug 16, 2026

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What the humanizer-ru DSH plugin can do

Detects and removes 38 patterns of machine writing (25 base + 13 Russian-specific extensions) in Russian text
Uses 39 regex markers of class A and B with a decision tree to guide changes
Provides a soft signal scanner (scan_soft_signals.py) that counts subtle AI traces across four categories
Integrates with multiple AI agents: Claude Code, Codex, Cursor, Gemini CLI, OpenCode, and DSH via the dsh/ bundle

Where the humanizer-ru DSH plugin fits

Polish AI-generated Russian text to make it sound natural for communication or publication
Review and edit drafts produced by AI assistants to remove robotic phrasing
Ensure consistent, human-like tone in Russian content across a team's outputs
Prepare Russian text for contexts where machine-written style is undesirable (e.g., articles, reports)

Who the humanizer-ru DSH plugin is for

Russian-speaking content creators, editors, and writers who work with AI-generated text
Developers and teams using AI agents to generate Russian content and need quality control

humanizer-ru DSH plugin limitations

Only supports Russian language text; no support for other languages
Does not aim to evade AI detection systems – the goal is natural text, not bypassing detectors
Requires an AI agent environment (e.g., Claude Code, DSH) to execute the skill; not a standalone tool
Does not automatically modify text; user must invoke the skill manually or via agent command

humanizer-ru DSH plugin: from the repository README

Quoted from the Vladimir-Human/humanizer-ru README, the upstream source of the humanizer-ru DSH plugin. Copyright remains with the original authors.

**[English version → README.en.md](README.en.md)** Скилл для ИИ-агентов: находит и убирает следы машинной генерации в русскоязычном тексте. Переписывает «гпт-шный» текст по-человечески, не искажая смысла, и не трогает живое: ложное срабатывание здесь дороже пропуска. Здесь 38 паттернов (25 базовых и 13 расширений) и 39 проверяемых regex-маркеров классов A и B. Проверки гоняет CI. Каталог [skills.sh](https://skills.sh/vladimir-human/humanizer-ru/humanizer-ru) сообщает об успешных проверках Gen Agent Trust Hub и Socket; про красную плашку Snyk — в разделе «Безопасность». **До:** > 🚀 **Инновации:** Мы добавили пакетную обработку, горячие клавиши и офлайн-режим. Это безусловно является свидетельством нашего стремления к качеству. Кроме того, эти функции обеспечивают бесшовный, интуитивно понятный и мощный пользовательский опыт — гарантируя эффективность. Эксперты считают, что это революция. **После:** > Мы добавили пакетную обработку, горячие клавиши и офлайн-режим. Скилл убирает штампы, но не дописывает факты за автора. В примере выше всё из варианта «После» уже было в исходнике. ## Что ему давать Дайте скиллу готовый фрагмент. Он найдёт следы генерации и по просьбе перепише

Read the full READMERepository license: MIT

humanizer-ru DSH plugin questions

What is Humanizer-ru and how does it work?

Humanizer-ru is a skill for AI agents that humanizes Russian text by removing machine-generated patterns. It uses 38 patterns (25 base + 13 extensions) and 39 regex markers to detect signs of AI writing, then rewrites the text naturally. You invoke it with a command like '/humanizer-ru [text]' in compatible agents.

How do I install Humanizer-ru as a DSH plugin?

You can install it with the DSH command: 'dsh plugin --profile web add "github:Vladimir-Human/humanizer-ru#path:/dsh"'. This will add the skill as a plugin named 'humanizer-ru-dsh'. Make sure you have DSH 0.1.0-rc.6 or later, and pnpm available on PATH.

Does Humanizer-ru help bypass AI detectors?

No, Humanizer-ru explicitly states it is not an evasion tool. Its goal is to produce natural, human-like text, not to achieve a green verdict from detectors. The project prioritizes quality over bypassing, and false positives are considered worse than misses.

Can I use Humanizer-ru with Claude Code?

Yes, Humanizer-ru works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode, and other agents that support the Agent Skills format. For Claude Code, you can install it via 'npx skills add ...' or manually by cloning the repository into ~/.claude/skills.

Does Humanizer-ru support languages other than Russian?

No, Humanizer-ru is specifically designed for Russian text only. The patterns and markers are all tailored to Russian language characteristics. It does not support English or other languages.