Install
$ agentstack add skill-agentchengfeng-paper-reading-skills-paper-reading ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo 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.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →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是~/.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
LICENSE和NOTICE.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.
- Author: Agentchengfeng
- Source: Agentchengfeng/paper-reading-skills
- License: Apache-2.0
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.