aminer-data-search

Query AMiner scholarly data across scholars, papers, organizations, venues, and patents.

Updated Apr 28, 2026
One-click install
npx skills add https://github.com/ncsound919/deterministic-brain --skill aminer-data-search-ncsound919
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aminer-data-search
Source: https://github.com/ncsound919/deterministic-brain/tree/main/skills/aminer-open-academic
Command: npx skills add https://github.com/ncsound919/deterministic-brain --skill aminer-data-search-ncsound919

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

AMiner data search enables automated access to rich scholarly data across scholars, papers, organizations, venues, and patents.

Core Features & Use Cases

  • Supports six end-to-end workflows: scholar_profile, paper_deep_dive, org_analysis, venue_papers, paper_qa, patent_search, plus direct API calls for ad-hoc lookups.
  • Enables integrated data discovery and profiling for researchers, institutions, and venues, suitable for dashboards, reports, and research analytics.
  • Use Case: Build a complete scholarly portrait by querying a scholar's profile, their papers, patents, and funded projects.

Quick Start

Query AMiner for a scholar's complete profile and associated papers and patents.

Frequently Asked Questions about aminer-data-search

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

FAQPage Schema
How do I search academic data for a scholar's profile and patents?

To search academic data for a scholar's profile, you can use the scholar_profile workflow to query a scholar's complete profile, associated papers, patents, and funded projects, returning structured JSON payloads for analysis.

Can I automate organization analysis and venue paper lookups?

Yes, you can automate organization analysis and venue paper lookups using the org_analysis and venue_papers workflows, which orchestrate multi-step API calls to return structured scholarly data for dashboards and pipelines.

What scholarly data sources can I query for academic research projects?

You can query rich scholarly data sources across scholars, papers, organizations, venues, and patents, using direct API calls to cover both structured analysis and ad-hoc lookups in academic research projects.

Do I need an Authorization token to access scholarly data?

Yes, you need an Authorization token to access scholarly data, as the system authenticates via this token to orchestrate multi-step API calls with robust error handling and return structured JSON payloads.

How do I handle ad-hoc lookups when searching for academic papers?

For ad-hoc lookups when searching for academic papers, you can execute direct API calls alongside six end-to-end workflows like paper_deep_dive and paper_qa to retrieve structured JSON payloads suitable for reports.

What is the best way to extract structured JSON from AMiner data?

The best way to extract structured JSON from AMiner data is by using the automated data search workflows, which authenticate via an Authorization token and orchestrate multi-step API calls with robust error handling for dashboards.