humanize-writing

Rewrite robotic text into clear, natural developer prose.

2|1|Updated Apr 13, 2026
One-click install
npx skills add https://github.com/dreamingechoes/dx-toolkit --skill humanize-writing
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize-writing
Source: https://github.com/dreamingechoes/dx-toolkit/tree/main/templates/skills/humanize-writing
Command: npx skills add https://github.com/dreamingechoes/dx-toolkit --skill humanize-writing

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transform robotic, AI-sounding text into clear, natural prose that reads like it was written by an experienced developer.

Core Features & Use Cases

  • Rewrite for clarity: convert generic, templated text into concise, human-friendly prose.
  • Preserve meaning: maintain technical accuracy and intent while improving tone.
  • Use Case: ideal for documentation, PR descriptions, commit messages, or issue comments that read as if generated by a language model.

Quick Start

Provide a humanized rewrite of the attached AI draft to be clear, concise, and developer-ready.

Frequently Asked Questions about humanize-writing

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

FAQPage Schema
How do I make AI-generated documentation sound more natural?

To make AI-generated documentation sound more natural, you need to transform robotic, templated text into clear, concise prose that reads like an experienced developer wrote it. This process preserves technical accuracy while improving tone and readability.

Can I rewrite robotic commit messages to read like a human wrote them?

Yes, you can rewrite robotic commit messages to read like a human wrote them by applying active, specific language. This converts generic AI suggestions into concise, developer-friendly text while maintaining the original technical intent.

What is the best way to humanize PR descriptions without losing context?

The best way to humanize PR descriptions without losing context is to rewrite templated text into natural prose. This ensures the language remains clear and specific while fully preserving the technical accuracy and intent of the original draft.

Does humanizing AI text affect technical accuracy?

Humanizing AI text does not affect technical accuracy when done correctly. The process strictly preserves the original meaning and technical intent while replacing generic, templated phrasing with concise, active language.

When should I rewrite issue comments to improve readability?

You should rewrite issue comments to improve readability when they sound generic or generated by a language model. Converting this robotic text into natural, human-sounding prose ensures your communication is clear, active, and developer-ready.