community-automations/huggingface-paper-tracker

研究與情報

PublicClaude 子代理

HuggingFace 論文追蹤器

HuggingFace 的論文動態更新飞快,存下的連結往往堆成一個沒人整理的資料夾。這個追蹤工具會在每篇新論文上架時即時解讀,並歸檔進真正可搜尋的架構裡。

sonnet4 天HuggingFace PapersOpenAIPostgresNotion
ClaudeClaude
ROI for
README.md

為什麼選擇此子代理

HuggingFace 的論文動態更新飞快,存下的連結往往堆成一個沒人整理的資料夾。這個追蹤工具會在每篇新論文上架時即時解讀,並歸檔進真正可搜尋的架構裡。

它會把每則條目分類到你的主題中,擷取出模型名稱、資料集與程式碼連結,再為你的知識庫補上一筆整齊的紀錄。幾個月後,你想查三月有哪些檢索相關的新成果,不必重讀任何東西就能得到答案。

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)

Classify each HuggingFace paper into the provided taxonomy and return {category, subtopics[], models[], has_code} as JSON.

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.