ai_detect_for_sanqian

Scan Chinese academic thesis paragraphs for AI fingerprints and rewrite flagged sections.

49|6|Updated Mar 17, 2026

Search Tags:#ai detection #cnki #thesis rewriting #chinese academic writing #viP aigc #sentence burstiness

Ready to run

npx skills add https://github.com/houlaisan/deai-academic-zh --skill ai-detect-for-sanqian

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai_detect_for_sanqian
Source: https://github.com/houlaisan/deai-academic-zh/tree/main
Command: npx skills add https://github.com/houlaisan/deai-academic-zh --skill ai-detect-for-sanqian

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps you reduce AIGC-detection risk in Chinese academic theses by diagnosing “AI fingerprints” and rewriting only the flagged parts without inventing data or conclusions.

Core Features & Use Cases

Detection-and-fix workflow: Supports scanning/diagnosing (mode A), iterative multi-round rewriting (mode B), and prioritizing from ViP reports (mode C).
Three-stage progressive rewrite: Uses a stepwise approach—wording replacement, “sentence burstiness” injection, then structural reorganization—targeted at suspicious (e.g., “purple”) paragraphs.
Thesis-safe constraints: Enforces “no fabrication” (no new data/claims/citations) and focuses on expression changes while preserving technical meaning.
ViP-oriented strategy: Tailors rewrites to the way ViP evaluates text features such as perplexity, burstiness, and structural patterns.

Quick Start

Ask your AI coding assistant: “降AI率，扫描我这篇论文的AI痕迹，并按三轮递进法只改标紫的段落到维普检测率低于目标值。”

Frequently Asked Questions about ai_detect_for_sanqian

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

FAQPage Schema

How do I lower the AIGC detection rate for a Chinese thesis on ViP or CNKI?▼

To lower the AIGC detection rate, you must scan paragraphs for AI fingerprint traits and rewrite only the flagged sections using wording replacement, sentence burstiness injection, and structural reorganization.

Can I rewrite AI-generated thesis sections without altering the original technical data?▼

Yes, thesis-safe rewriting enforces a strict no-fabrication constraint, ensuring expression changes improve human-like text patterns while preserving the original technical meaning, data, and citations.

How does sentence burstiness injection help pass AIGC detection?▼

Sentence burstiness injection alters text perplexity and structural patterns, disrupting uniform AI writing traits so the rewritten paragraphs achieve a more human-like flow to evade ViP AIGC detection.

What is the best way to fix paragraphs flagged as purple in a ViP AIGC report?▼

The best way to fix flagged purple paragraphs is a stepwise progressive rewrite, prioritizing from ViP reports to apply targeted wording replacement and structural reorganization until the detection rate drops below your target value.

Does this AI detection rewriting workflow support master's and journal submission papers?▼

Yes, the detection and iterative multi-round rewriting workflow applies to undergraduate, master’s, and journal submission writing tasks, diagnosing AI fingerprints and applying a five-question per-paragraph validation to prevent fabricated claims.

Why does my rewritten thesis still trigger AIGC detection after wording replacement?▼

AIGC detection persists if only wording is replaced, because ViP evaluates perplexity and structural patterns, requiring subsequent sentence burstiness injection and structural reorganization to fully remove AI fingerprints.