humanize

Remove AI writing patterns and formatting artifacts from English and Russian text files.

11|1|Updated Apr 10, 2026
One-click install
npx skills add https://github.com/Arcanada-one/datarim --skill humanize-arcanada-one
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/Arcanada-one/datarim/tree/main/skills/humanize
Command: npx skills add https://github.com/Arcanada-one/datarim --skill humanize-arcanada-one

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It cleans writing that feels AI-generated by removing common AI patterns, phrasing, formatting artifacts, and overly uniform structure while keeping the author’s intent and meaning intact.

Core Features & Use Cases

  • AI pattern cleanup: Removes banned vocabulary and common AI tendencies in both English and Russian.
  • Formatting artifact removal: Fixes em-dash abuse, curly quotes, excessive bold, markdown bleeding, and other presentation issues.
  • Structural and rhythm edits: Reduces formulaic signposting, list inflation, and mechanical paragraph rhythm without rewriting the substance.
  • Report-first transparency: Produces a scan report with flagged instances so edits are traceable before applying changes.

Use it for articles, posts, documentation, and drafts that must not look AI-generated—especially when the text is in English, Russian, or mixed.

Quick Start

Run the humanize skill on your draft by providing the path to the source file (for example, humanize the text in article.md).

Frequently Asked Questions about humanize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI fingerprints from generated text without changing the meaning?

To remove AI fingerprints from text, run a staged cleanup pass that eliminates AI vocabulary, formatting artifacts, and structural tells while preserving the author's original meaning and factual content. This process ensures drafts no longer look AI-generated.

What are common AI writing patterns and formatting artifacts to fix in a draft?

Common AI writing patterns include banned vocabulary, em-dash abuse, curly quotes, excessive bold, markdown bleeding, formulaic signposting, and mechanical paragraph rhythm. Fixing these formatting artifacts involves structural revision to reduce list inflation and uniform presentation.

Can I humanize AI text in Russian or mixed English and Russian drafts?

You can humanize AI text in Russian or mixed English and Russian drafts by applying anti-AI pattern cleanup to both languages simultaneously. The process removes language-specific AI tendencies and formatting artifacts while maintaining the original voice across articles, posts, and documentation.

Does AI text editing change my factual content or rewrite the substance?

AI text editing does not change factual content or rewrite the substance of your draft. The cleanup process performs structural and rhythm edits to reduce formulaic signposting and list inflation while strictly preserving the author's intent and meaning.

How do I trace which AI patterns were edited in my text file?

To trace which AI patterns were edited in your text file, generate a scan report that flags specific instances of banned vocabulary, formatting artifacts, and structural tells. This report-first transparency ensures all edits are traceable before staged cleanup changes are applied.

What is the best way to clean markdown formatting issues like em-dash abuse and curly quotes?

The best way to clean markdown formatting issues like em-dash abuse and curly quotes is to run a format cleanup pass on the source text file. This removes presentation artifacts, excessive bold, and markdown bleeding while producing a timestamped backup and working draft.