kg-enrich-auto
CommunityAutonomous KG enrichment of academic papers.
AuthorYH-05
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automatically searches for academic papers using alphaxiv MCP and continuously ingests results into a Neo4j knowledge graph, enabling ongoing knowledge accumulation until a specified END_TIME.
Core Features & Use Cases
- Autonomous loop of gap-analysis, search, ingestion, connectivity, and optimization that runs until END_TIME.
- Ingests paper metadata into Neo4j as Source nodes, Authors, Topics, and Claims; creates relationships such as AUTHORED_BY, TAGGED, MAKES_CLAIM, USES_METHOD.
- Ideal for building a living scholarly KG for literature reviews, meta-analyses, and research trend exploration in academic or research engineering settings.
Quick Start
Run kg-enrich-auto with END_TIME set to a future ISO 8601 timestamp to start the continuous enrichment cycle.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: kg-enrich-auto Download link: https://github.com/YH-05/quants/archive/main.zip#kg-enrich-auto Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.