A Russian text editing skill: removes bureaucratese, calques and AI mannerisms without touching facts, with a scanner to measure the edit
Russian text: skills, MCP and CLI
Russian text editing agents can improve clarity, style, and correctness using skills like humanizer-ru for removing bureaucratese and AI mannerisms, or ru-text for proofreading typography and machine text signs.
Documents, law and public dataChecked on
How to connect Russian text to an agent
What the access level meansSkills
All 8Russian proofreading skill covering typography, bureaucratic style and 17 signs of machine text, with a rule cited for every fix
An editor for AI-written Russian text: removes bureaucratese, cliches and 38 AI patterns while keeping facts intact
Infostyle
infostyle
A Russian copy-editing skill based on Ilyakhov's information style: cuts filler and cliches, adds facts, shows before and after
Simplified Technical Russian
Упрощенный технический русский (УТР)
A skill that makes the agent write code comments, docs and error messages by the Simplified Technical Russian rules of GOST R 58049-2017, with a linter
An editor skill and linter for Russian AI-written text: bureaucratese, empty openers, clichés and chatbot wrappers
More tools
humanizer-ru (chat paste hygiene)
humanizer-ru
A CLI, MCP server and skill that find and safely strip chatbot copy-paste artifacts in Russian text and check facts after editing
Seven skills for Russian editorial and publishing style based on the Milchin and Cheltsova handbook
In short
These tools support agents such as Claude Code, Codex, Cursor, Gemini CLI, and GitHub Copilot. Additional skills include Infostyle for information style editing, Simplified Technical Russian for technical writing, and specialized editors like Nora Gal and russian-text-quality for nuanced corrections.
Every card for the service
Frequently asked questions
Where to start with Russian text editing for AI agents?
Start with humanizer-ru for broad editing of bureaucratese and AI mannerisms or ru-text for detailed proofreading and typography fixes. These have the highest repository stars and broad agent support.
How to connect Russian text skills to Claude Code or Cursor?
Skills like humanizer-ru, ru-text, and Infostyle work with Claude Code and Cursor agents. You can integrate them directly as skills or via MCP servers like humanizer-ru (chat paste hygiene) for CLI use.
Which MCP or skill to choose for Russian text editing?
Choose humanizer-ru for extended access and broad editing, ru-text for minimal access proofreading, or humanizer-ru (chat paste hygiene) for CLI and MCP server functionality. Selection depends on access level and agent compatibility.
Is it safe to give AI agents access to Russian text editing skills?
All listed skills operate without VPN and have minimal to extended access levels. humanizer-ru and ru-text provide expanded editing with safe access, suitable for trusted AI agents like Claude Code and Codex.