humanize-content

Identify and transform lexical, syntactic, and structural tells in AI-generated text.

4|1|Updated Dec 30, 2025
One-click install
npx skills add https://github.com/lushly-dev/afd --skill humanize-content
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize-content
Source: https://github.com/lushly-dev/afd/tree/main/.claude/skills/humanize-content
Command: npx skills add https://github.com/lushly-dev/afd --skill humanize-content

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of AI-generated text sounding robotic, generic, or inauthentic, ensuring content resonates with human readers.

Core Features & Use Cases

  • AI Pattern Detection: Identifies lexical, syntactic, and structural tells common in machine-written text.
  • Text Remediation: Transforms AI writing by varying sentence structure, replacing generic vocabulary, and injecting specificity and voice.
  • Use Case: You've used an AI to draft a blog post, but it sounds too formal and lacks personality. Use this Skill to refine the draft, making it more engaging and natural-sounding before publishing.

Quick Start

Use the humanize-content skill to make the following text sound more human: "The implementation of the new strategy yielded significant improvements across all key performance indicators."

Frequently Asked Questions about humanize-content

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

FAQPage Schema
How do I make AI generated text sound more human?

To make AI generated text sound more human, you need to remediate lexical signatures and syntactic rigidity. This involves replacing generic vocabulary, varying sentence structure, and injecting specificity to eliminate robotic writing patterns.

What are common AI writing patterns that make content sound robotic?

Common AI writing patterns include lexical repetition, syntactic rigidity, and structural tells. These machine-written signatures create generic, formal text that lacks personality and fails to resonate with human readers.

How do I transform a formal AI draft into an engaging blog post?

Transforming a formal AI draft requires applying text remediation techniques. You refine the draft by injecting voice, replacing generic vocabulary, and varying sentence structure to make the content natural-sounding before publishing.

Can I use this approach to humanize text across all content types?

Yes, you can humanize text across all content types. The process identifies and transforms machine-written structural tells universally, improving content authenticity regardless of the specific format or domain.

What is the best way to eliminate robotic writing from AI content?

The best way to eliminate robotic writing is through specificity injection and voice transformation. By systematically identifying and altering AI patterns, you ensure the content sounds authentic and connects with human readers.

Why does my AI content lack personality and authenticity?

AI content lacks personality due to inherent lexical signatures and syntactic rigidity. Without text remediation to inject voice and specificity, machine-written text remains generic and inauthentic to human readers.