gkg

Index codebases to locate symbol definitions and usages across languages.

Updated Mar 19, 2026

Search Tags:#gitlab #code-analysis #mcp-tools #architecture-diagrams #symbol-search #go-to-definition

Ready to run

npx skills add https://github.com/congthang12312/Sentinel-AI-test --skill gkg-congthang12312

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: gkg
Source: https://github.com/congthang12312/Sentinel-AI-test/tree/main/.agent/skills/gkg
Command: npx skills add https://github.com/congthang12312/Sentinel-AI-test --skill gkg-congthang12312

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Code navigation without an IDE friction: quickly locate definitions, usages, and dependencies across large repositories using a graph-powered knowledge base.

Core Features & Use Cases

Go-to-definition and find-usages across languages
Architecture diagrams generation and impact analysis
MCP-enabled API access for integration with AI workflows

Quick Start

Index your repository with gkg and start the server to begin semantic code analysis.

Frequently Asked Questions about gkg

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

FAQPage Schema

How do I perform go-to-definition and symbol search across a multi-language codebase?▼

You can perform go-to-definition and symbol search by indexing your repository with a semantic code analysis tool to build a graph-powered knowledge base for locating symbol definitions and usages.

Can I generate architecture diagrams from my existing repositories?▼

Yes, you can generate architecture diagrams by indexing your repository and running the analysis server, which provides impact analysis and visualizes dependencies across your multi-language projects.

Does this semantic code analysis tool provide an API for AI workflows?▼

Yes, the tool provides MCP-enabled API access and HTTP integration, allowing you to connect the semantic code analysis server directly with your AI workflows for automated codebase navigation.

What is the best way to navigate large codebases without IDE friction?▼

The best way to navigate large codebases without IDE friction is using a graph-powered knowledge base to quickly locate definitions, usages, and dependencies across the entire repository.

How do I start semantic code analysis on my GitLab project?▼

To start semantic code analysis, index your GitLab repository with the tool, start the server, and use the HTTP or MCP API to query symbol definitions and generate architecture diagrams.