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jiahao-shao1
jiahao-shao1COMMUNITY
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scholar-agent

Automate academic paper discovery, filtering, and deep reading via Scholar Inbox API and NotebookLM CLI.

36|1|Updated Mar 24, 2026
Search Tags:#automation#workflow#research#reading#notebooklm#paper#scholar-inbox
One-click install
npx skills add https://github.com/jiahao-shao1/sjh-skills --skill scholar-agent
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scholar-agent
Source: https://github.com/jiahao-shao1/sjh-skills/tree/main/skills/scholar-agent
Command: npx skills add https://github.com/jiahao-shao1/sjh-skills --skill scholar-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Scholar Agent automates end-to-end academic paper discovery, filtering, and deep reading using Scholar Inbox API and NotebookLM CLI to streamline research workflows.

Core Features & Use Cases

  • Personalized daily digests with ranking, keywords, and AI summaries
  • Upvote/downvote, collections, and trend detection to refine recommendations
  • NotebookLM-powered deep reading with source-grounded Q&A and structured notes
  • Quick turn-around: trigger reading tasks, ask questions about papers, and manage reading lists

Quick Start

Install the Scholar Agent skill, login to Scholar Inbox, configure NotebookLM, and run the daily digest flow to fetch today’s papers and begin deep-reading tasks.

Frequently Asked Questions about scholar-agent

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

FAQPage Schema
How do I automate daily academic paper discovery and filtering?▼

Automate daily academic paper discovery by using the Scholar Inbox API to fetch personalized paper digests, apply ranking and keyword filters, and generate AI summaries to streamline your research workflow.

Can I use NotebookLM for deep reading and structured note-taking on research papers?▼

Yes, you can use NotebookLM integration to trigger deep-reading tasks, perform source-grounded Q&A on specific papers, and generate structured notes within your collections for comprehensive analysis.

Do I need a Scholar Inbox account to set up automated paper digests?▼

Yes, you need a valid Scholar Inbox session to authenticate REST API interactions for fetching papers, managing upvote/downvote preferences, and refining your personalized recommendation trends.

What is the best way to manage reading lists and track research paper trends?▼

Manage reading lists and track research trends by upvoting or downvoting papers through Scholar Inbox, organizing items into collections, and detecting trending topics to refine your daily recommendations.

How does taste-aware paper recommendation work for researchers?▼

Taste-aware paper recommendation works by analyzing your upvote and downvote interactions within Scholar Inbox to dynamically refine keyword rankings and tailor daily AI-summarized digests to your specific research interests.

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