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java-knowledge-graph

Analyze JVM projects to generate knowledge graphs of modules and dependencies.

Updated Dec 17, 2024
Search Tags:#architecture#java#kotlin#scala#graph#knowledge-graph
One-click install
npx skills add https://github.com/LAF-US/IDAHO-VAULT --skill java-knowledge-graph-laf-us
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: java-knowledge-graph
Source: https://github.com/LAF-US/IDAHO-VAULT/tree/main/.ghcp-appmod/skills/java-knowledge-graph
Command: npx skills add https://github.com/LAF-US/IDAHO-VAULT --skill java-knowledge-graph-laf-us

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tree-sitter, pyyaml, and includes scripts (resource) components.

What problem does it solve?

Analyzing large JVM codebases manually is time-consuming and error-prone; this skill automatically maps project structure, dependencies, and architecture into an actionable knowledge graph.

Core Features & Use Cases

  • Tree-sitter based parsing for Java, Kotlin, Scala, and Groovy to extract classes, interfaces, and relationships.
  • Detects Maven/Gradle/Ant/Ivy build systems and aggregates modules, dependencies, and properties into a coherent graph.
  • Generates visual graphs (DOT/SVG) and structured output to support onboarding, architecture reviews, and dependency audits.
  • Use Case: Onboard a new JVM project by generating a module/class diagram to understand module boundaries and dependencies at a glance.

Quick Start

Run the knowledge graph generator on your project to produce the complete graph and diagrams in the output directory.

Frequently Asked Questions about java-knowledge-graph

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

FAQPage Schema
How do I visualize JVM project architecture automatically?▼

To visualize JVM project architecture, this skill parses Java, Kotlin, Scala, and Groovy codebases to extract modules and dependencies, then generates DOT/SVG graphs for onboarding and architecture reviews.

How do I generate a dependency graph for a Gradle or Maven project?▼

Generating a dependency graph for Gradle or Maven involves detecting the build system inline, aggregating modules and properties, and outputting structured visual maps of your project dependencies.

Does tree-sitter parsing work for extracting class relationships in Scala and Groovy?▼

Yes, tree-sitter parsing works for extracting class relationships in Scala and Groovy, implementing self-contained grammar installation to map interfaces and dependencies across JVM languages.

Can I use this to audit dependencies across multiple JVM modules?▼

Yes, you can audit dependencies across multiple JVM modules by analyzing the generated knowledge graph, which aggregates Maven, Gradle, Ant, or Ivy build outputs into a coherent visual structure.

What is the best way to onboard new developers to a large Java codebase?▼

Onboarding new developers to a large Java codebase is best achieved by generating a module and class diagram, allowing them to understand module boundaries and dependencies at a glance.

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