Locate symbol definitions and usages across multi-language codebases.
npx skills add https://github.com/NammDev/Goads-Krea --skill gkg-nammdev
Please help me install this Agent Skill. Skill: gkg Source: https://github.com/NammDev/Goads-Krea/tree/main/.claude/skills/gkg Command: npx skills add https://github.com/NammDev/Goads-Krea --skill gkg-nammdev
Locating symbol definitions and usages across large codebases is time-consuming and error-prone. Semantic code analysis with AST parsing and a graph database provides IDE-like navigation for efficient refactoring and architecture exploration.
Index your project with gkg index and start the server with gkg server start to begin querying the graph.
High-intent search queries and answers about installing and using this skill.
Finding symbol definitions and usages across large codebases requires AST parsing and a graph database to provide IDE-like navigation. This enables efficient refactoring and architecture exploration across multiple languages.
Yes, this code analysis tool works with Ruby, Java, Kotlin, Python, and TypeScript/JavaScript projects. It applies AST parsing to index these multi-language codebases for cross-file dependency insights and symbol tracing.
The best way to perform impact analysis before refactoring is to query an indexed graph database of your codebase. This approach locates all symbol usages across files to visualize cross-file dependencies and assess structural impact.
To index your project for architecture visualization, run the gkg index command in your initialized Git repository. This processes the codebase using AST parsing and populates a graph database backend for querying.
Yes, you need an initialized Git repository to use this graph database code navigation. The AST parsing and indexing process requires a Git repository to accurately map symbol definitions and trace usages across the codebase.
Yes, you can visualize architecture dependencies across different programming languages. The graph database backend stores AST parsed relationships from Ruby, Java, Kotlin, Python, and TypeScript/JavaScript projects to map cross-file dependencies.
phuonghxParse source code into an AST graph stored in SQLite.
anderson-0Generate Mermaid architecture diagrams from source code with dependency analysis.
IoT-VNAnalyze code semantics via GitLab Knowledge Graph and KuzuDB for navigation.
mehdicRun code quality linters across Python, JavaScript, Go, Ruby, and Java projects.
