graphrag-evaluation
CommunityBenchmark GraphRAG system quality.
Authorlyndonkl
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of systematically evaluating the quality and performance of GraphRAG systems, ensuring their reliability and accuracy.
Core Features & Use Cases
- Comprehensive Evaluation: Assesses knowledge graph completeness, retrieval relevance, answer correctness, and reasoning verification.
- Metric Selection: Provides guidance on choosing appropriate metrics for different evaluation needs.
- Use Case: When deploying a new GraphRAG system for medical research, use this Skill to benchmark its performance against established quality metrics and identify areas for improvement before production release.
Quick Start
Use the graphrag-evaluation skill to evaluate my GraphRAG system using the provided test set.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: graphrag-evaluation Download link: https://github.com/lyndonkl/claude/archive/main.zip#graphrag-evaluation 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 223,000+ vetted skills library on demand.