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SKILL verified Apache-2.0 Self-run

Paper Reading

skill-agentchengfeng-paper-reading-skills-paper-reading · by Agentchengfeng

读研究论文、技术报告、arXiv PDF、论文 repo 或资料包时使用。用于目的优先的论文解读、文档式 HTML 长文、SVG 图解、划线协作标记、本地 bridge 写回、标记解释、正文重组、以及 Codex 内置浏览器刷新验证。

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Install

$ agentstack add skill-agentchengfeng-paper-reading-skills-paper-reading

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

论文协作阅读

原则

  • 只定义方法、结构、组件契约和执行边界,不定义某篇论文、模型、系统、指标或实验内容。
  • 具体内容必须来自当次论文材料、repo、用户补充或当前 HTML。
  • ~/.codex/skills/paper-reading~/.claude/skills/paper-reading 的软链;改这里即同步两边。

组件

paper-reading/
├── docs/01-paper-prompt.md     论文解读方法
├── docs/02-html-contract.md    HTML 协作契约
├── docs/03-layout-standard.md  页面版式标准
└── scripts/bridge.py           本地标记写回脚本

来源与协议

  • 官方来源:https://github.com/Agentchengfeng/paper-reading-skills
  • 作者:成峰 / AI产品自由
  • 协议:Apache-2.0;复制、改造或二次发布时保留 LICENSENOTICE.md

资源路由

  • 从论文或 repo 生成/重写正文:读 docs/01-paper-prompt.md
  • 创建、修复或优化论文 HTML:读 docs/03-layout-standard.md,再读 docs/02-html-contract.md
  • 处理划线标记、补充解释、作图或正文重组:读 docs/02-html-contract.md
  • 启动本地标记写回:运行 scripts/bridge.py,不要重写 bridge 逻辑。

硬规则

  • 解读开头先写研究目的,再写核心结论。
  • 页面左侧使用内容阅读地图,不做机械章节目录。
  • 稍微复杂的内容默认用 SVG 图解:机制链、流程、对照、公式关系、调度逻辑、瓶颈链和概念间依赖,不能只靠长段文字解释。
  • 划线协作只保留三类动作:名词讲解逻辑梳理作图理解
  • 用户说 重组整合合并到正文改成新段落 时,把批注内容融入正文,删除对应疑问卡片和解释块;有用 SVG 保留为普通正文图。
  • 本地 HTML 的刷新、DOM 检查和交互验证默认使用 Codex 内置浏览器;验证 URL 使用 localhost,不用 file:// 代替。

边界

  • HTML 不放 API key,不直接调用模型。
  • Bridge 只接收标记、写 JSONL、改 HTML;不生成解释。
  • 不新增 README、examples、templates、runtime 解释层或未验证示例。

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.