community-automations/paper-digest

Riset & Intelijen

PublicSubagen Claude

Ringkasan Jurnal

Mengikuti perkembangan arXiv berarti menggulir ratusan abstrak sehari dan tetap saja melewatkan paper yang penting bagi riset Anda. Paper Digest menarik submission baru dari arXiv dan HuggingFace, lalu merankingnya berdasarkan seberapa baru dibanding riset terkini.

sonnet4 hariarXiv APIHuggingFace PapersOpenAINotion
ClaudeClaude
ROI for
README.md

Mengapa subagent ini

Mengikuti perkembangan arXiv berarti menggulir ratusan abstrak sehari dan tetap saja melewatkan paper yang penting bagi riset Anda. Paper Digest menarik submission baru dari arXiv dan HuggingFace, lalu merankingnya berdasarkan seberapa baru dibanding riset terkini.

Anda menerima digest berperingkat yang ringkas, dengan setiap paper unggulan diringkas menjadi masalah, metode, dan hasil, plus tautan PDF langsung. Baca lima ringkasan alih-alih dua ratus abstrak.

Cara kerjanya

    • 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.

Contoh output

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.