writing-humanizer

Name: writing-humanizer
Availability: InStock
Author: jacob-balslev

Rewrite AI-patterned prose into clear, reader-trustworthy writing.

1|Updated May 6, 2026

Search Tags:#technical writing #readability #active voice #prose editing #ai-tell removal #tone calibration #sentence rhythm

Ready to run

npx skills add https://github.com/jacob-balslev/skill-graph --skill writing-humanizer-jacob-balslev

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: writing-humanizer
Source: https://github.com/jacob-balslev/skill-graph/tree/main/marketplace/skills/writing-humanizer
Command: npx skills add https://github.com/jacob-balslev/skill-graph --skill writing-humanizer-jacob-balslev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Writing-humanizer fixes AI- or robot-sounding prose by removing predictable AI tells, tightening wording, and improving rhythm and readability while preserving meaning.

Core Features & Use Cases

AI-tell detection and removal: removes common robotic phrasing patterns and hedges, then rewrites for directness.
Active voice and phrasing cleanup: converts passive/indirect constructions into clearer, actor-focused sentences.
Readability diagnosis and structure repair: uses readability principles and paragraph/sentence limits to reduce density and improve flow.
Sentence rhythm and tone mapping: varies sentence structure and calibrates tone to the target context (docs, errors, UI copy, PRs, support replies).
5-step humanization workflow: systematically scans, checks readability/structure, rewrites, runs a rhythm pass, and calibrates voice.

Quick Start

Use the writing-humanizer skill to rewrite the pasted text for a human reader while preserving the original facts.

Frequently Asked Questions about writing-humanizer

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

FAQPage Schema

How do I rewrite AI-generated text to sound more human and natural?▼

AI-tell removal targets predictable robotic phrasing patterns and hedges, replacing them with direct, actor-focused sentences. It converts passive constructions into active voice and tightens padded wording to ensure the text reads naturally and builds reader trust.

How do I fix overly formal or hedged language in technical documentation?▼

Fixing overly formal technical documentation requires tone calibration and readability diagnosis. By checking sentence limits, reducing density, and applying structure repair, you transform stiff, hedged phrasing into clear, reader-friendly content without losing technical accuracy.

Can I use this humanization workflow for UI copy and error messages?▼

Yes, you can apply this workflow to UI copy and error messages. The process calibrates tone to match specific target contexts like support replies and release notes, ensuring the phrasing remains direct, clear, and appropriate for the user interface.

What is the best way to improve sentence rhythm and readability in robotic prose?▼

The best way to improve sentence rhythm and readability is to run a dedicated rhythm pass after rewriting. This varies sentence structure, breaks up monotonous phrasing, and applies readability principles to reduce text density and improve overall flow.

Why does my AI-written content sound monotonous and how do I fix it?▼

AI-written content sounds monotonous due to predictable sentence structures and padded phrasing. You fix this by applying a 5-step humanization workflow that scans for AI tells, repairs structure, rewrites for active voice, and varies sentence rhythm.