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humanize-mba-text-skill

Detect and remove AI writing traces from MBA theses

Detects AI-generated writing patterns in Chinese MBA theses using regex rules, sentence-length statistics, and cross-paragraph semantic analysis. Produces structured rewrite plans with exact locations, phrase replacements, and before-after examples for every flagged sentence. Eliminates manual proofreading of long academic drafts and helps students meet university formatting and plagiarism requirements faster.
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npx skills add stephenlzc/humanize-mba-text-skill --all -g -y

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Humanize MBA Text

Detect and remove AI writing patterns in MBA thesis chapters.

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Frequently Asked Questions

FAQPage Schema
How to install Humanize MBA Text?▼

Run `npx skills add stephenlzc/humanize-mba-text-skill --all -g -y` in your terminal to install the skill globally.

How to remove AI writing traces from a Chinese thesis?▼

Paste your text and ask the agent to remove AI traces. It scans for buzzwords, uniform sentence lengths, and template phrases, then rewrites each flagged sentence into natural academic Chinese.

What AI writing patterns does it detect?▼

It catches buzzwords like 赋能 and 闭环, vague attributions, unsupported percentages, three-part list templates, and overly uniform sentence and paragraph lengths across chapters.

Does it work with Claude Code and other agents?▼

Yes. It follows the standard SKILL.md format and runs in Claude Code, Kimi CLI, and other compatible coding agents.

Can it compare text before and after rewriting?▼

Yes. The included compare script takes your original and rewritten drafts and outputs a clear before-after report showing how the AI-detection score changed.

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