Graph Analytics
CommunityEnhance knowledge graph analysis with clustering, weight propagation, and multi-resolution search.
Software Engineering#knowledge graph#clustering#graph analytics#weight propagation#multi-resolution search
AuthorRenzo-Tognella
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of analyzing and optimizing knowledge graphs by providing advanced clustering, weight propagation, and multi-resolution search capabilities.
Core Features & Use Cases
- Cross-Memory Synthesis: Identifies clusters of similar memories for potential merging.
- Graph Clustering: Discovers communities of connected memories based on relationships.
- Weight Propagation: Propagates importance through relationships for ranking purposes.
- Matryoshka Multi-Resolution Search: Enables efficient searching across different resolutions.
- Use Case: For a company with a large knowledge graph, this Skill can help identify areas of expertise, understand relationships between concepts, and improve search accuracy.
Quick Start
Run the graph analytics skill to cluster and analyze the knowledge graph for insights.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: Graph Analytics Download link: https://github.com/Renzo-Tognella/UniversalThingsForMyAgents/archive/main.zip#graph-analytics 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 620,000+ vetted skills library on demand.