humanizer

Rewrite text to remove AI writing patterns and apply voice calibration rules.

Updated Mar 8, 2026

Search Tags:#editing #ai writing #humanize #style cleanup #client deliverables #tone calibration #outbound emails

Ready to run

npx skills add https://github.com/ankitjh4/skill-builder --skill humanizer-ankitjh4

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/ankitjh4/skill-builder/tree/main/humanizer
Command: npx skills add https://github.com/ankitjh4/skill-builder --skill humanizer-ankitjh4

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill detects common AI writing patterns and rewrites text so it sounds like a real person wrote it.

Core Features & Use Cases

AI pattern detection and cleanup: Removes or rewrites inflated significance, vague attribution, promotional clichés, formulaic “challenges and future” endings, and other robotic phrasing.
Voice calibration: Applies your persona’s voice rules (or the included defaults) to adjust tone, sentence rhythm, and directness.
Style and structural fixes: Reduces em dash overuse, repetitive AI vocabulary, performative/helpful language, emoji/boldface excess, and other stylistic tells that reduce authenticity.
Use cases: Outbound client-facing writing such as emails, proposals, reports, blog posts, marketing copy, and deliverables.

Quick Start

Humanize the following draft by removing AI-sounding patterns while keeping the message accurate and aligned to this persona’s voice: “Paste your text here.”

Frequently Asked Questions about humanizer

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?▼

Make AI text sound natural by rewriting it to remove robotic uniformity, vague attribution, and inflated significance. This cleanup process applies voice calibration rules to adjust tone and sentence rhythm, producing authentic prose for client deliverables.

What are common AI writing patterns to remove from client deliverables?▼

Common AI writing patterns to remove include inflated significance, vague attribution, promotional clichés, and formulaic endings. Style cleanup also targets em dash overuse, repetitive vocabulary, and performative language to improve authenticity in external-facing writing.

How do I humanize an outbound email generated by AI?▼

You humanize an outbound email by applying a pattern catalog cleanup workflow and voice calibration rules to the draft. This adjusts the tone, sentence rhythm, and directness while stripping robotic phrasing, ensuring your outbound emails sound authentic.

Can I apply custom voice calibration rules to AI drafts?▼

You can apply custom voice calibration rules to AI drafts to adjust tone, sentence rhythm, and directness. If no custom persona rules are provided, the system uses included defaults to enforce the style cleanup and produce authentic prose.

When should I use an AI de-writing tool for blog posts?▼

You should use an AI de-writing tool for blog posts when your drafts suffer from robotic uniformity and style tells like emoji or boldface excess. It enforces a pattern cleanup workflow to calibrate tone and reduce repetitive vocabulary for external-facing content.