paper-workflow

name	paper-workflow
description	Daily paper discovery workflow: search arXiv + Semantic Scholar, score, deduplicate, and generate a recommendation note. Also handles individual paper searches by topic.
allowed-tools	Bash

Paper Discovery Workflow

Find, score, and recommend academic papers matching the user's research interests.

Step 1: Choose the search mode

Mode	When to use
Daily recommendations	User wants today's paper digest
Topic search	User asks about a specific topic
Conference search	User asks about papers from a specific venue/year

Step 2: Run the search

Daily recommendations

daily_recommend(language="zh", dual_track=true)

This runs the full pipeline: arXiv recent papers + conference impact papers + arXiv innovation papers. Returns a daily note and a list of top papers for analysis.

Topic search

search_papers(query="chain of thought reasoning", top_n=10)

Conference search

search_conf_papers(venues="NeurIPS,ICML", year=2026, top_n=10)

Step 3: Present results to the user

Show the paper list with:

• Title, authors, arxiv_id
• Recommendation score
• Matched domain and keywords

Step 4: Deep analysis (if requested)

For papers the user wants to analyze in depth, follow the paper-analysis skill.

Notes

• Language setting comes from config (zh or en). Default is Chinese.
• skip_existing=true avoids re-analyzing papers already in paper-notes/.
• The dual-track mode gives 2 conference papers (impact-ranked) + 2 arXiv papers (innovation-scored).