research-junshi
Daily personalized research ideas from your papers and arXiv
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Pure Emerald Level IndicatorsFrequently Asked Questions
FAQPage SchemaHow to install research-junshi?▼
Run `npx skills add junshi-research/research-junshi --all -g -y` in your terminal to install it globally. You also need poppler installed for PDF reading.
How to get daily research ideas from arXiv?▼
Describe your field and papers folder in plain language, and Junshi builds a research profile, scans new arXiv and venue papers daily, and saves a ranked digest of ideas each morning.
Does research-junshi work for fields outside machine learning?▼
Yes. It adapts to any research area including economics, biology, physics, robotics, and statistics, with built-in venue knowledge for each field.
Can research-junshi run automatically every day?▼
Yes. Run the included setup_automation.sh script to schedule a daily cron job, and digests appear in your digests folder each morning with no action needed.
How does Junshi personalize research suggestions?▼
It reads your own PDF papers to learn your methods, open problems, and research taste, then connects fresh literature to gaps in your work instead of giving generic summaries.
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