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thesis-optimizer

Thesis rewriting to cut AI detection and plagiarism rates

Rewrites master's thesis chapters to lower AI detection scores, reduce plagiarism rates, and improve academic tone. Scans text for over 30 common machine-writing patterns, risky vocabulary, and rigid sentence structures, then applies minimal sentence-level edits that preserve your original research logic. Tracks progress chapter by chapter with a master overview document and clear quality targets.
npx skills add Haimbeau1o/thesis-optimizer --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install thesis-optimizer?โ–ผ

Run `npx skills add Haimbeau1o/thesis-optimizer --all -g -y` in your terminal to install it globally for your agent.

How to lower AI detection rate in a thesis?โ–ผ

This skill scans your thesis for common machine-writing patterns and rigid sentence structures, then applies small sentence-level edits that keep your original logic while making the text read naturally.

Can it reduce plagiarism check rates?โ–ผ

Yes. It rewrites high-risk passages through deep semantic rephrasing, citation restructuring, and terminology handling, targeting a similarity rate below 10% on platforms like CNKI and Wanfang.

Does thesis-optimizer work with Claude Code and Cursor?โ–ผ

Yes. It follows the universal SKILL.md standard and runs in Claude Code, Cursor, Codex, and other compatible agents.

Will it rewrite my whole thesis from scratch?โ–ผ

No. It follows a minimal-intervention principle, only adjusting sentence structure and word choice while fully preserving your research logic, formulas, and technical terms.

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