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AIGC-Detector-Rewriter-Skill

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Jun 19, 2026
License
Apache-2.0

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    ---
name: aigc-detector-rewriter
title: AIGC Detector & Rewriter
description: >
  Detect AI-generated writing-risk patterns in English and Chinese thesis text, score
  paragraphs by external-detector-informed risk, and revise selected high-risk
  passages while preserving meaning, citations, variables, hypotheses, data,
  statistical conclusions, and document structure. Uses iterative,
  externally re-tested, chapter-by-chapter, minimal-edit revision rounds that
  never regenerate whole paragraphs, never accept a rewritten candidate as a new baseline when a comparable external re-test shows regression (before re-test it is only a candidate), never
  shrink the paper, never merge paragraphs or displace section headings, and keep
  every sentence grammatically complete, correctly punctuated, a sensible length,
  and free of jarring meta-commentary. The objective is to bring each target
  chapter and, where measurable, the whole document below the user-defined target
  (default 30 percent); it does not guarantee a detector outcome and must stop or
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