Paper Pick

Identify the top research paper from Hugging Face Papers by topic or trending list.

Updated Jun 2, 2026
One-click install
npx skills add https://github.com/Atrium-Hermes/atrium-lighthouse --skill paper-pick-atrium-hermes
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Paper Pick
Source: https://github.com/Atrium-Hermes/atrium-lighthouse/tree/main/skills/paper-pick
Command: npx skills add https://github.com/Atrium-Hermes/atrium-lighthouse --skill paper-pick-atrium-hermes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Paper Pick helps you quickly identify the single most valuable research paper to read today from Hugging Face Papers, saving you time and guiding focus.

Core Features & Use Cases

  • Topic-aware discovery: searches by a specific topic or browsing today's trending papers.
  • Memory-aware filtering: excludes papers already covered in memory/logs to avoid repetition.
  • Use Case: daily knowledge updates for quick briefing and literature scoping.

Quick Start

Suggest the top paper to read today on a given topic or from today's trending list.

Frequently Asked Questions about Paper Pick

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find the most valuable research paper to read today on Hugging Face?

To find the most valuable research paper to read today, you can browse trending Hugging Face Papers or search by a specific topic to get a single recommendation with a concise justification and links.

Can I get a daily research paper recommendation for a specific AI topic?

Yes, you can get a daily research paper recommendation for a specific AI topic by searching Hugging Face Papers, which returns one highly relevant paper along with its abstract and PDF links.

How does the recommendation system avoid suggesting research papers I have already read?

The recommendation system avoids suggesting previously read papers by filtering out research papers already covered in memory logs, ensuring you only receive new content for your daily knowledge updates.

What information is included when recommending a trending paper from Hugging Face?

When recommending a trending paper from Hugging Face, the output includes the paper title, authors, summary, publication date, upvotes, a concise justification, and direct links to the abstract and PDF.

What is the best way to scope AI literature daily without reading redundant papers?

The best way to scope AI literature daily without redundancy is to retrieve a single trending paper recommendation from Hugging Face while applying memory-aware filters to exclude previously covered research.

Are there limitations to browsing trending papers on Hugging Face for daily reading?

A limitation of browsing trending papers on Hugging Face for daily reading is that the system only outputs a single recommendation, which may restrict broader literature scoping if multiple papers are relevant to your research.