thesis-optimizer
Thesis rewriting to cut AI detection and plagiarism rates
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Pure Emerald Level IndicatorsFrequently Asked Questions
FAQPage SchemaHow to install thesis-optimizer?โผ
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?โผ
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?โผ
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?โผ
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?โผ
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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