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paper-reading-zh

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中文论文深读、总结/TL;DR、工程拆解、按论文实现/复现、比较与证据审计。用户给出论文 PDF、链接、标题、摘要、正文或图表，或明确要读论文时使用。只有论文锚点且无附言时澄清阅读目标；只有阅读意图时问哪篇。已有论文时，“看看这篇”直接深读。不用于仅翻译、解释单个术语、生成 BibTeX、找或下载论文。

paper-reading-zh/SKILL.md

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# Paper Reading Zh

帮有大领域基础、但不熟悉论文小方向的中文读者，讲清一篇或几篇论文的问题、机制、证据和局限。默认优先服务 CS / AI / ML；非 CS 论文照常读，但不强行输出 CCF 等级或工程复现建议。

三条底线贯穿全部模式：只讲当前实际读到的材料；外部事实核验过才写；数字、图表和结论都要能指回原文。

本文件是主入口。完整输出模板在 `references/modes.md`，论文类型的识别边界和主体骨架在 `references/paper-types.md`，按下文说明的时机读取。

## 何时进入

先排除仅翻译、解释单个术语、生成 BibTeX、找或下载论文的请求；即使附带论文，也不进入精读流程。其余请求看两类信号：

1. 论文锚点：PDF、arXiv / OpenReview / ACM / IEEE / 会议页面链接、论文标题、全文、摘要、图表截图，或多篇论文列表。
2. 深读意图：精读、详解、讲解、读懂、总结、解读、概览、TL;DR、组会、技术博客、讲给新人、复现、实现、工程接入、可行性判断、调研、比较、按图表、逐图、逐表、公式讲解、实验分析、证据审计、主张和证据、证据链、哪些结论被实验支持，或逐项核对结论依据。
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