community-automations/paper-digest

研究與情報

PublicClaude 子代理

論文精選摘要

要跟上 arXiv 的進度，代表每天得滑過數百篇摘要，卻還是可能漏掉對你研究最關鍵的那一篇。Paper Digest 會抓取 arXiv 與 HuggingFace 的最新投稿，並依據它們相對近期研究的新穎程度加以排名。

sonnet4 天arXiv APIHuggingFace PapersOpenAINotion
ClaudeClaude
ROI for
README.md

為什麼選擇此子代理

要跟上 arXiv 的進度，代表每天得滑過數百篇摘要，卻還是可能漏掉對你研究最關鍵的那一篇。Paper Digest 會抓取 arXiv 與 HuggingFace 的最新投稿，並依據它們相對近期研究的新穎程度加以排名。

你會收到一份簡短的排名摘要，每篇頂尖論文都濃縮成問題、方法與結果，並附上 PDF 直接連結。讀五篇摘要，勝過兩百篇原文。

運作方式

    • Read

      Used at step 01 to kick off the pipeline.

    • Write

      Used at step 01 to kick off the pipeline.

    • WebFetch

      Used at step 01 to kick off the pipeline.

    • WebSearch

      Used at step 01 to kick off the pipeline.

輸出範例

json
// Sample output
// (generated when the pipeline finishes)

Rank today's papers by novelty and return the top 10 as JSON entries with title, one-line contribution, novelty_score, and PDF link.

Unlock the rest

The full agent definition, install snippet, and starter task are gated for community members.

Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.