bahayonghang/paper-interpretation-flow
content/skills/academic-skills/paper-interpretation-flow/SKILL.md
Paper workflow: read papers + cast cards in one go. Takes one or more arxiv links, paper URLs, PDFs, or paper names. For each paper, runs ljg-paper (generates org analysis) then ljg-card -l (generates long reading card PNG). Use when user says '论文流', 'paper flow', '读论文并做卡片', '论文卡片', or provides multiple papers wanting both analysis and cards.
$ install --global
skillsauthnpx skillsauth add bahayonghang/my-claude-code-settings paper-interpretation-flowInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 3, 2026, 7:25 PM6.2s1 file scanned
SKILL.md
- name:
- paper-interpretation-flow
- description:
- Paper workflow: read papers + cast cards in one go. Takes one or more arxiv links, paper URLs, PDFs, or paper names. For each paper, runs ljg-paper (generates org analysis) then ljg-card -l (generates long reading card PNG). Use when user says '论文流', 'paper flow', '读论文并做卡片', '论文卡片', or provides multiple papers wanting both analysis and cards.
- category:
- academic-reading
- tags:
- [paper, workflow, card, org-mode, png]
- version:
- 1.0.0
paper-interpretation-flow: 论文流
一条命令完成：读论文 → 生成解读 → 铸成卡片。支持多篇并行。
参数
| 参数 | 说明 |
|------|------|
| 无参数 | 对话中已提供的论文链接/文件 |
| -c | 卡片模具改用多卡模式（默认 -l 长图） |
| -i | 卡片模具改用信息图模式 |
执行
1. 收集论文列表
从用户消息中提取所有论文来源（arxiv URL、PDF 路径、论文名称等）。
2. 并行处理每篇论文
对每篇论文，启动一个 Agent subagent，每个 subagent 按顺序执行两步：
步骤 A — 读论文（paper-interpretation）：
调用 Skill tool 执行 paper-interpretation，传入该论文的来源。等待完成，获得生成的 org 文件路径。
步骤 B — 铸卡片（card）：
读取步骤 A 生成的 org 文件，调用 Skill tool 执行 card（默认 -l，或按用户指定的模具参数），以 org 文件内容为输入。等待完成，获得 PNG 文件路径。
3. 汇总报告
所有论文处理完成后，汇总输出：
════ 论文流完成 ═══════════════════════
📄 {论文标题1}
📝 解读: {org 文件路径}
🖼️ 卡片: {PNG 文件路径}
📄 {论文标题2}
📝 解读: {org 文件路径}
🖼️ 卡片: {PNG 文件路径}
...
关键约束
- 每篇论文的两步必须串行（先 paper 后 card），但多篇论文之间并行
- ljg-paper 和 ljg-card 各自的质量标准、红线、品味准则不变
- 卡片内容来自生成的 org 文件，不是原始论文
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