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xiaofenggan01xiaofenggan01Community·1 Agent Skills Included

aigc-reduce

Reduce AI-detection rates in academic papers safely

Scans academic papers for AI-writing traces and rewrites them through a three-round protocol of trace removal, academic feature injection, and self-audit. Eliminates template phrases, uniform sentence rhythm, and vague attributions that trigger detectors like CNKI, Wanfang, and PaperPass. Protects citations, formulas, data, and terminology while keeping the formal academic register intact, avoiding colloquial over-editing.
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npx skills add xiaofenggan01/aigc-reduce --all -g -y

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aigc-reduce

Reduce AI writing traces in academic papers using Python text analysis.

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Frequently Asked Questions

FAQPage Schema
How to install aigc-reduce?▼

Run `npx skills add xiaofenggan01/aigc-reduce --all -g -y` in your terminal to install this skill globally.

How to lower AIGC detection rates in a thesis?▼

This skill scans your paper for AI-writing patterns, then applies deterministic word, sentence, and paragraph edits to break template structures while keeping your facts and citations unchanged.

Does aigc-reduce work with Claude Code and Codex?▼

Yes. It follows the standard SKILL.md format and runs natively in both Claude Code and Codex, triggering automatically when you mention reducing AI-detection rates.

Will rewriting make my paper sound too casual?▼

No. The skill enforces a strict academic register as a hard rule, blocking slang, emotional wording, and fabricated data, and its scanner flags any over-editing.

Can I use aigc-reduce without coding skills?▼

Yes. Once installed, you simply ask in plain language to reduce AI traces, and the agent runs the scanning script and editing protocol for you.

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