humanizer-paper

Remove AI-writing markers from academic manuscripts while preserving scholarly register norms.

16|1|Updated Jan 2, 2026

Search Tags:#journal #dissertation #academic-writing #polishing #humanizer #ai-tells

Ready to run

npx skills add https://github.com/bahayonghang/my-ai-cli-toolkit --skill humanizer-paper

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer-paper
Source: https://github.com/bahayonghang/my-ai-cli-toolkit/tree/main/skills/research-learning-knowledge/humanizer-paper
Command: npx skills add https://github.com/bahayonghang/my-ai-cli-toolkit --skill humanizer-paper

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill removes AI-generated writing patterns from academic drafts while ensuring the text remains compliant with formal scholarly norms, preventing the loss of essential academic hedging and structure.

Core Features & Use Cases

Dual-Mode Polishing: Specialized processing for English journal articles and Chinese doctoral dissertations.
Academic Re-gating: Intelligently preserves necessary academic features like passive voice in Methods sections and epistemic hedging, which generic humanizers often incorrectly delete.
Mechanical Linting: Uses a bundled linter to identify quantifiable AI tells such as over-long sentences, lack of burstiness, and terminology drift.
Use Case: Use this to refine a draft of your Methods section to ensure it meets journal standards while removing robotic phrasing and ghost citations.

Quick Start

Invoke the humanizer-paper skill to polish your academic draft by providing the target language mode and the text section you wish to refine.

Frequently Asked Questions about humanizer-paper

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

FAQPage Schema

How do I remove AI writing markers from an academic manuscript without losing formal scholarly tone?▼

An academic humanizer removes AI-generated writing patterns from manuscripts while intelligently preserving necessary scholarly features like passive voice in Methods sections and epistemic hedging, ensuring strict adherence to formal journal and dissertation register norms.

Does generic AI humanizer software damage the academic language of journal articles?▼

Generic AI humanizers often incorrectly delete essential academic features like passive voice and epistemic hedging, whereas a specialized academic humanizer uses register-aware re-gating to preserve necessary scholarly norms while eliminating robotic phrasing from journal articles.

What is the best way to polish a Chinese doctoral dissertation for AI tells?▼

The best way to polish a Chinese doctoral dissertation for AI tells is using a dual-mode academic humanizer that applies mechanical linting to identify quantifiable stylistic tells, terminology drift, and over-long sentences specific to the Chinese scholarly register.

How do I refine an English Methods section to meet journal standards while removing robotic phrasing?▼

To refine an English Methods section, apply an academic language polisher that removes AI-writing markers while specifically preserving the passive voice and structural norms required by journal standards, eliminating robotic phrasing and ghost citations from the draft.

Can I detect terminology drift and lack of burstiness in academic prose automatically?▼

You can detect terminology drift and lack of burstiness in academic prose by using a mechanical linter that identifies quantifiable AI tells, ensuring your manuscript maintains consistent academic terminology and varied sentence structure.

When should I avoid using a generic AI humanizer for academic writing?▼

You should avoid using a generic AI humanizer for academic writing when your draft requires strict adherence to scholarly register norms, as generic tools often strip out necessary academic hedging and section-specific structures like passive voice required by journals.