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gkg

Index Git repositories into a graph database for semantic code analysis.

1|Updated Mar 9, 2026
Search Tags:#git#code analysis#refactoring#semantic search#code navigation#graph database
One-click install
npx skills add https://github.com/docaohieu2808/claude-skills --skill gkg-docaohieu2808
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gkg
Source: https://github.com/docaohieu2808/claude-skills/tree/main/gkg
Command: npx skills add https://github.com/docaohieu2808/claude-skills --skill gkg-docaohieu2808

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides deep semantic understanding of codebases, enabling AI assistants to perform complex code navigation and analysis tasks that are typically only possible in IDEs.

Core Features & Use Cases

  • Code Navigation: Go-to-definition and find all usages of symbols across a codebase.
  • Impact Analysis: Understand the ripple effects of code changes before refactoring.
  • Architecture Visualization: Generate diagrams to visualize code structure.
  • Use Case: Before renaming a widely used function, use this Skill to find every place it's called, ensuring no breaking changes are introduced.

Quick Start

Use the gkg skill to index the current Git repository.

Frequently Asked Questions about gkg

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

FAQPage Schema
How do I perform semantic code analysis on a local Git repository for AI assistants?▼

Semantic code analysis for AI assistants is performed by indexing a local Git repository into a graph database. This enables complex code navigation tasks like go-to-definition and find-usages directly within the codebase.

Can I analyze the impact of code refactoring across multiple programming languages?▼

Yes, impact analysis across multiple programming languages identifies the ripple effects of code changes before refactoring. It ensures no breaking changes are introduced when modifying widely used functions.

How to find all usages of a symbol across a codebase without an IDE?▼

To find all usages of a symbol without an IDE, index your codebase using the provided CLI, MCP, or HTTP API interfaces. This graph database approach enables comprehensive code navigation and symbol tracking.

What is the best way to visualize code architecture and structure for AI processing?▼

The best way to visualize code architecture is by generating diagrams from the indexed graph database. This architecture visualization translates complex code structure into a format suitable for AI processing.

Do I need a local Git repository to use semantic code navigation?▼

Yes, a local Git repository is strictly required to use semantic code navigation. The system indexes the local repository into a graph database to enable features like go-to-definition and find-usages.

Does semantic code search work with MCP and HTTP API interfaces?▼

Yes, semantic code search works seamlessly with MCP and HTTP API interfaces, alongside a CLI. These interfaces integrate the graph database indexing and analysis capabilities directly into AI assistant workflows.

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