Humanizer RU
smixs/humanizer-ru
Skill that removes AI-writing patterns from Russian text and checks whether a text looks AI-generated
Humanizer RU is a SKILL.md skill for Claude Code, Codex, OpenClaw, Hermes and other agents that edits machine-written Russian text to remove typical AI patterns. It also has a check-only mode that returns quoted evidence and a verdict without changing the text.
What Humanizer RU does
The skill works in three steps. It first scans the text against a reference of 38 patterns, such as bureaucratic phrasing, the 'not just X but Y' construction, long dashes, stock phrases and filler. It then repairs only what it found, and finally runs the draft through a linter. The linter is a plain python3 script, scripts/lint.py, that catches hard bans, including leftover chatbot copy-paste markers such as turn0search3 and utm_source=chatgpt.com. Facts and numbers are left alone, and text that is already clean is returned as it is, because editing good text again makes it worse.
A check-only mode answers whether a text looks machine-written. Ask it to check the text and it returns a list of evidence with quotes and a verdict, without editing anything. The README reports 19 eval scenarios with 127 checks, and says a new version ships only when all of them pass. Without Python, the skill falls back to a manual checklist.
Key features
- Reference of 38 AI-writing patterns in Russian
- Three steps: find problems, fix only what was found, lint the result
- scripts/lint.py linter for hard bans and chatbot copy-paste markers
- Check-only mode with quoted evidence and a verdict
- Keeps facts and figures unchanged
- 19 eval scenarios with 127 checks
When to use it
- Clean up a Russian draft written by a language model before publishing it
- Check a suspicious text for chatbot artifacts without editing it
- Replace bureaucratic business Russian with plainer wording
Who it is for: Writers and editors who produce Russian text with AI agents and want it to read as human-written.
How it fits with Hermes Agent
It uses the SKILL.md format, and the README names Hermes among the supported agents; it is not specific to Hermes.
How to install Humanizer RU
These commands are copied from the project's README. Check the repository for the latest steps before you run them.
npx skills add smixs/humanizer-ru
npx skills add smixs/humanizer-ru -gRequirements: Python 3 for the optional linter, with no extra dependencies; without Python the skill uses a manual checklist.
FAQ
What is Humanizer RU?
Humanizer RU is an agent skill that takes Russian text produced by a language model and removes the patterns that give it away. It can also review a text and report whether it looks AI-generated.
Does Humanizer RU work with Hermes Agent?
Yes. The README lists Hermes among the supported agents, along with Claude Code, Codex and OpenClaw. Any agent that reads SKILL.md can use it.
How do I install Humanizer RU?
Run npx skills add smixs/humanizer-ru, which asks where to install, or add -g for a global install. The README also describes cloning the repository into ~/.claude/skills/humanizer-ru for Claude Code.
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