humanize

Rewrite AI-generated text to reduce detectable AI writing patterns.

110|14|Updated May 12, 2026
One-click install
npx skills add https://github.com/EliasOulkadi/shokunin --skill humanize-eliasoulkadi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/EliasOulkadi/shokunin/tree/main/.pack/skills/humanize
Command: npx skills add https://github.com/EliasOulkadi/shokunin --skill humanize-eliasoulkadi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It removes AI-like patterns (robotic tone, mechanical transitions, symmetry, and detector-friendly phrasing) so your output reads like a real person wrote it.

Core Features & Use Cases

  • AI-tell detection and rewrite: Identifies and fixes common detector triggers such as buzzwords, forced connectors, uniform paragraph length, excessive passive voice, and rhetorical-question closers.
  • Tone and rhythm adjustment: Tunes sentence cadence, burstiness, register, and controlled colloquialisms for the intended audience and channel.
  • Practical verification loop: Provides a repeatable process to re-check the text after edits using detector-focused heuristics and a read-aloud “human” test.

Use case example: Convert a polished but robotic product update into a more conversational internal message with varied sentence lengths, fewer crutch transitions, and a clear human judgment.

Quick Start

Ask the AI: "Humanize the following text to remove AI tells, make the tone natural and conversational, and keep the meaning exactly the same."

Frequently Asked Questions about humanize

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

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

To make AI text sound natural, rewrite the content to vary sentence length, remove mechanical connectors and buzzwords, and avoid detector-triggered structures while preserving the original meaning.

What writing patterns trigger AI detectors that I need to remove?

Common AI detector triggers include robotic tone, mechanical transitions, forced connectors, uniform paragraph length, excessive passive voice, rhetorical-question closers, and detector-friendly phrasing.

How do I humanize a formal AI draft into a conversational tone?

Humanize a formal draft by tuning sentence cadence, burstiness, and register, while adding controlled colloquialisms suited to the intended audience and communication channel.

Can I pass AI detector checks by rewriting content for varied sentence length?

Rewriting content to vary sentence length and remove mechanical connectors reduces detectable AI writing patterns, but you should verify the result using detector-focused heuristics and a read-aloud human test.

Does humanizing AI text change the original meaning or substance?

Humanizing AI text adjusts tone, rhythm, and phrasing to sound natural but preserves the substance and meaning exactly, ensuring the core information remains intact for emails, summaries, and explanations.

What is the best way to verify text passes as human after rewriting?

The best way to verify humanized text is a practical verification loop that re-checks the content using detector-focused heuristics and a read-aloud human test to confirm natural tone.