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JoseMas68
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ck:gkg

Index multi-language repositories for semantic code navigation and impact analysis.

Updated Aug 27, 2026
Search Tags:#mcp#multi-language#impact-analysis#code-navigation#semantic-analysis#graph-db#gkg
One-click install
npx skills add https://github.com/JoseMas68/CRMDev --skill ck-gkg
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ck:gkg
Source: https://github.com/JoseMas68/CRMDev/tree/main/.claude/skills/gkg
Command: npx skills add https://github.com/JoseMas68/CRMDev --skill ck-gkg

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Developers struggle to locate definitions, usages, and architectural relationships across large, multi-language codebases, leading to slow refactoring and limited context for AI assistance.

Core Features & Use Cases

  • Semantic code indexing across Ruby, Java, Kotlin (full support) and partial support for Python, TypeScript, JavaScript.
  • Go‑to‑definition and find‑usages powered by a graph database, enabling impact analysis before changes.
  • Architecture visualization through generated graph queries and HTTP API.
  • MCP integration that exposes tools such as list_projects, search_codebase_definitions, get_references, and repo_map for AI assistants.

Quick Start

Ask the assistant to index the repository with GKG and then retrieve the definition of a symbol using the get_definition tool.

Frequently Asked Questions about ck:gkg

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

FAQPage Schema
How do I perform semantic code navigation and impact analysis across a multi-language repository?▼

This Skill enables semantic code navigation and impact analysis by indexing multi-language repositories into a graph database, supporting go-to-definition, find-usages, and architecture visualization across Ruby, Java, Kotlin, and partially Python, TypeScript, and JavaScript.

Can I use graph-based code navigation for Python, TypeScript, and JavaScript repositories?▼

Graph-based code navigation fully supports Ruby, Java, and Kotlin repositories, while offering partial support for Python, TypeScript, and JavaScript, allowing cross-language semantic indexing and impact analysis within the same codebase.

Do I need a Git repository to generate architecture diagrams and analyze code impacts?▼

Yes, an initialized Git repository is required to index the codebase, generate architecture diagrams, and perform impact analysis using graph queries and the HTTP API for your multi-language projects.

How do I expose go-to-definition and find-usages tools to an AI assistant via MCP?▼

You can expose tools like search_codebase_definitions, get_references, list_projects, and repo_map to AI assistants by registering an MCP server, enabling the assistant to query the indexed graph database directly.

What are the limitations of using semantic analysis for large multi-language codebases?▼

Semantic analysis limitations include partial language support for Python, TypeScript, and JavaScript, meaning some semantic queries may be incomplete compared to full support provided for Ruby, Java, and Kotlin repositories.

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