junshi-researchjunshi-researchOfficial·1 Agent Skills Included

research-junshi

Daily personalized research ideas from your papers and arXiv

Reads your published papers, builds a profile of your methods and interests, and scans new arXiv and venue papers every day. Ranks 3-5 bold research directions with a first experiment and main risk, eliminating hours of manual literature tracking. Saves a ready-to-act digest each morning and can run fully automatically on a schedule.
npx skills add junshi-research/research-junshi --all -g -y

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Frequently Asked Questions

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How 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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