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MrGeDiao/paper-reading-zh

中文论文精读 skill:先说读了什么,数字标出处,查不到写未核验。Codex / Claude Code / Claude & ChatGPT Project

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Verified commit 4c37ee3aa4a4e36fbdd185b6d214b06f80c8a15a

108GitHub stars
0stars in 7 days
1skill in this repository
3commits in 30 days

Heat

1.4
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Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Oct 28, 2026108

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Individual skills in this repository

How it works

paper-reading-zh

When your agent uses it

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。

What it loads into context

Frontmatter

121 tokens

Always available to the agent

SKILL.md

3,539 tokens

When the skill is activated

Reference documents

6,244 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. 定位
  2. 触发边界
  3. 执行流程
  4. 默认输出
  5. 语言与风格
  6. 数学表达规则
  7. 证据与防编造规则
  8. 术语规则
  9. 批判性讨论规则
  10. 输出前自检

Files

  • SKILL.mdcore13,394 bytes
  • agents/openai.yamlasset277 bytes
  • references/modes.mddoc11,967 bytes
  • references/paper-types.mddoc11,457 bytes
Read SKILL.md

# Paper Reading Zh

## 定位

帮助有大领域基础的中文读者,基于原文和可核验外部信息理解论文的问题、机制、证据与局限。默认优先服务 CS / AI / ML;非 CS 论文不强行输出 CCF 等级或工程复现建议。

## 触发边界

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。其余请求依据两类信号:

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。

边界不完整时只澄清一次:
View the complete source on GitHub

Skills included

  • paper-reading-zh

Repository facts

License
MIT
Created
May 27, 2026
Last pushed
Nov 6, 2026
Forks
2
Open issues
0
Project activity
Active

Before you install

Instructions only

Automated signals, not a guarantee

Checked Nov 6, 2026

  • No broad tool permissions
  • No dangerous shell commands
  • No network access
  • No hidden or obfuscated text
  • No instruction overrides
  • No executable scripts
  • No access to secrets
  • No requests to vote in Hot

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

No combined signals at this commit.

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md paper-reading-zh/SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md paper-reading-zh/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md paper-reading-zh/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md paper-reading-zh/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md paper-reading-zh/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md paper-reading-zh/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.