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Skills/lijigang/ljg-skills/ljg-paper-flow
ljg-paper-flow logo

ljg-paper-flow

lijigang/ljg-skills
4K installs6K stars
Run it on Hostinger →Free API →|View on GitHub

Installation

npx skills add https://github.com/lijigang/ljg-skills --skill ljg-paper-flow

Summary

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 -v (generates visual sketchnote 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.

SKILL.md

ljg-paper-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。

模式

强制 NATIVE 模式。 本 workflow 是纯 skill 管道(ljg-paper → ljg-card),不需要 Algorithm 的七步流程。直接按下方执行步骤调用 skill,不走 OBSERVE/THINK/PLAN/BUILD/EXECUTE/VERIFY/LEARN。

参数

参数说明
无参数对话中已提供的论文链接/文件
-l卡片模具改用长图模式(默认 -v 视觉笔记)
-i卡片模具改用信息图模式
-c卡片模具改用漫画模式

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(ljg-paper):

调用 Skill tool 执行 ljg-paper,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(ljg-card):

读取步骤 A 生成的 org 文件,调用 Skill tool 执行 ljg-card(默认 -v,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

Score

0–100
71/ 100

Grade

B

Popularity23/30

3,807 installs — solid traction. Source repo has 5,779 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Ljg Paper Flow skill score badge previewScore badge

Markdown

[![Ljg Paper Flow skill](https://www.claudemarket.ai/skills/lijigang/ljg-skills/ljg-paper-flow/badges/score.svg)](https://www.claudemarket.ai/skills/lijigang/ljg-skills/ljg-paper-flow)

HTML

<a href="https://www.claudemarket.ai/skills/lijigang/ljg-skills/ljg-paper-flow"><img src="https://www.claudemarket.ai/skills/lijigang/ljg-skills/ljg-paper-flow/badges/score.svg" alt="Ljg Paper Flow skill"/></a>

Ljg Paper Flow FAQ

How do I install the Ljg Paper Flow skill?

Run “npx skills add https://github.com/lijigang/ljg-skills --skill ljg-paper-flow” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Ljg Paper Flow skill do?

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 -v (generates visual sketchnote 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. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Ljg Paper Flow skill free?

Yes. Ljg Paper Flow is a free, open-source skill published from lijigang/ljg-skills. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Ljg Paper Flow work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Ljg Paper Flow works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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