Agent Skills: paper-interpretation-flow: 论文流

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.

UncategorizedID: bahayonghang/my-claude-code-settings/paper-interpretation-flow

Install this agent skill to your local

pnpm dlx add-skill https://github.com/bahayonghang/my-claude-code-settings/tree/HEAD/content/skills/academic-skills/paper-interpretation-flow

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content/skills/academic-skills/paper-interpretation-flow/SKILL.md

Skill Metadata

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."

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