paper-reading-zh: Evidence-aware Chinese paper reading rules for Codex, Claude Code, Claude Project, and ChatGPT Project

by MrGeDiao · Codex Skill · ★ 103

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install paper-reading-zh

git clone https://github.com/MrGeDiao/paper-reading-zh.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 68/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

academic-papersagent-skillschatgptchineseclaudecodexllm-promptspaper-reading

Quick Facts

Stars103
Forks2
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score68/100
Last Updated2026-10-03
Created2026-05-27
Platformsclaude-code, codex, python
Est. Tokens~14k

About paper-reading-zh

paper-reading-zh 给 AI 加一套论文阅读的证据规则：未核验的不补，读不到的不编，比较前先对口径。 An evidence-rule pack for AI-assisted paper reading. Docs and outputs are in Chinese by design. 是一个中文论文精读规则包，面向 Codex、Claude Code、Claude Project 和 ChatGPT Project。它不是论文翻译器，也不是文献管理器；它的目标是让 AI 读论文时少一点顺滑猜测，多一点可复查的证据标注。 证据边界：venue、年份、CCF、代码链接未核验就写“未核验”；实验数字必须锚定原文 Table / Figure 或具体段落。 防顺滑编造：公式抽取乱码不硬补，图表读不到不描述，只能读到摘要时明确写“仅基于摘要”。...

Compatible Skills

These tools work well together with paper-reading-zh for enhanced workflows:

  • paper-craft-skills — semantic(0.38)+complementary+rare_topics+similar_pop+shared_platform (58%)
  • phd-skills — semantic(0.27)+complementary+similar_pop+shared_platform (49%)
  • codex-collab — semantic(0.26)+complementary+similar_pop+shared_platform (49%)
  • PaperOrchestra — semantic(0.22)+complementary+similar_pop+shared_platform (48%)
  • scholar-search-mcp — semantic(0.21)+complementary+similar_pop+shared_platform (47%)

paper-reading-zh alternative? Top 6 similar tools

Looking for a paper-reading-zh alternative? If you're comparing paper-reading-zh with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools