SpillwaveSolutions

Developing Llamaindex Systems

Name: Developing Llamaindex Systems
Author: SpillwaveSolutions

AI community

SOURCE https://github.com/SpillwaveSolutions/developing-llamaindex-systems

Description

Production-grade LlamaIndex agentic system skill for Claude Code. Covers semantic ingestion, property graphs, context RAG, event-driven workflows, and Phoenix observability. Supports 14+ AI coding agents via skilz installer.

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

Developing LlamaIndex Systems

A comprehensive Claude Code skill for building production-grade agentic RAG systems with LlamaIndex in Python.

[![SkillzWave Marketplace](https://img.shields.io/badge/SkillzWave-Marketplace-blue)](https://skillzwave.ai/skill/SpillwaveSolutions__developing-llamaindex-systems__developing-llamaindex-systems__SKILL/) [![Agent Skill Standard](https://img.shields.io/badge/Agent_Skill-Standard-green)](https://agentskills.io/)

Overview

This skill provides deep expertise in LlamaIndex's agentic capabilities, covering six core pillars:

Pillar	What You'll Learn
Semantic Ingestion	SemanticSplitterNodeParser, CodeSplitter, IngestionPipeline, metadata extractors
Retrieval Strategies	BM25Retriever, hybrid search, alpha weighting for fusion
Property Graphs	PropertyGraphIndex, Neo4j integration, graph extractors
Context RAG	RouterQueryEngine, SubQuestionQueryEngine, LLMRerank
Orchestration	ReAct agents, event-driven Workflows, multi-agent systems
Observability	Arize Phoenix, custom handlers, evaluation pipelines

When to Use This Skill

This skill activates when you ask Claude Code to:

"Build a LlamaIndex agent"
"Set up semantic chunking"
"Index source code with CodeSplitter"
"Implement hybrid search"
"Create a knowledge graph with LlamaIndex"
"Implement query routing"
"Debug RAG pipeline"
"Add Phoenix observability"
"Create an event-driven workflow"

Or when discussing: `PropertyGraphIndex`, `SemanticSplitterNodeParser`, `CodeSplitter`, `BM25Retriever`, `hybrid search`, `ReAct agent`, `Workflow pattern`, `LLMRerank`, `Text-to-Cypher`

Installing with Skilz (Universal Installer)

The recommended way to install this skill across different AI coding agents is using the **skilz** universal installer. This skill supports the [Agent Skill Standard](https://agentskills.io/), which means it works with 14+ coding agents includ