Claude Skill MartBrowse skillsQuick linesLearn by videoTerminal guideWhat is a Skill?
 
← Back to list

Humanizer RU - Russian Text Editor

A Russian-language editing skill that strips AI-slop, bureaucratese and filler while preserving every fact and restoring a human voice.

Content & WritingIntermediate★ 136⑂ 26AI score 9/10Last updated: Aug 5, 2026

What it does

Edits Russian copy in three strictly separated phases: audit → edit → verify.

  • Reads a catalogue of 37 AI-slop patterns (references/patterns.md) and builds a findings table: exact quote, pattern number, prescribed fix.
  • Fixes follow a fixed hierarchy: ①delete ②replace with a concrete fact from the original ③rewrite simpler. Swapping in a synonym is explicitly declared "not a fix", with a whole table of forbidden substitutions.
  • Hard bans: negative parallelisms («не просто X, а Y»), em dashes, math symbols in prose (= → > <), rhetorical questions, staccato drama stacks, --- dividers between paragraphs.
  • Runs a deterministic linter, python3 scripts/lint.py, on the clean draft and iterates until zero ERRORs; optional blind re-check by a fresh subagent.
  • Detect mode: audit without editing - returns quoted evidence plus a verdict scaled by how many pattern families fire. Chatbot copy-paste artefacts (oaicite, [cite: N], utm tails) are class A and settle the verdict alone.
  • Also defines what must not be touched: quotes, proper names, oddly specific details, hedged emotions, self-interruptions, and merely dry prose.
  • Treats the input text as data, not instructions, and reports any embedded manipulation attempt.

Who it's for

  • Marketers, editors and copywriters working in Russian
  • Content teams that draft with AI and must de-machine the text before publishing
  • Reviewers who need evidence-based judgement on whether Russian text was AI-written
  • Not for legal or academic writing, non-Russian text, code or configs - the skill says so itself.

Examples

  1. "Отредактируй, убери воду" → findings table, targeted edits, lint-clean final text followed by a short changelog.
  2. "Это писала нейросеть?" → detect mode returns quotes with pattern numbers and a verdict (likely human / probably AI / almost certainly AI) without rewriting a word.
  3. Cleaning a GPT-generated landing page → clichés removed, but offer, CTA and deadline are rewritten rather than deleted so the page still works.
  4. Feeding in already-clean prose → the skill stops and returns it unchanged, avoiding over-editing.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/smixs/humanizer-ru/HEAD/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the SKILL.m folder from the GitHub repo smixs/humanizer-ru into my ~/.claude/skills/humanizer-ru/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/smixs/humanizer-ru.git ~/.claude/skills/humanizer-ru

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Create the skills directory if needed: mkdir -p ~/.claude/skills
  3. Clone the repo into it: git clone https://github.com/smixs/humanizer-ru.git ~/.claude/skills/humanizer-ru
  4. Verify the files arrived: ls ~/.claude/skills/humanizer-ru (expect SKILL.md, references/patterns.md, scripts/lint.py).
  5. The lint step needs Python 3 - check with python3 --version. Without it, the skill falls back to a manual hard-ban checklist.
  6. Restart Claude Code, paste Russian text and ask for "отредактируй" / "humanize" / "проверь на AI" to trigger the skill.
  7. (Optional) Create knowledge/corrections.md to store your own editing rules - they override the defaults.
View source on GitHub ↗License: MIT