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---
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name: ck:gkg
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description: Semantic code analysis with GitLab Knowledge Graph. Use for go-to-definition, find-usages, impact analysis, architecture visualization. Supports Ruby, Java, Kotlin, Python, TypeScript/JavaScript.
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argument-hint: "[symbol or query]"
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metadata:
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author: claudekit
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version: "1.0.0"
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---
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# GitLab Knowledge Graph (GKG)
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Semantic code analysis engine using AST parsing and KuzuDB graph database. Enables IDE-like code navigation for AI assistants.
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**Status**: Public beta | **Requires**: Git repository | **Storage**: `~/.gkg/`
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## When to Use
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- Find all usages of a function/class across codebase
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- Go-to-definition for symbols
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- Impact analysis before refactoring
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- Generate architecture diagrams
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- RAG-enhanced code understanding
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**Use repomix instead** for: quick context dumps, any-language support, remote repos, token counting.
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## Quick Start
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```bash
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# Check installation
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gkg --version
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# Index current repo
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gkg index
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# Start server (for API/MCP)
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gkg server start
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# Stop before re-indexing
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gkg server stop
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```
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## Installation
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```bash
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# macOS/Linux
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curl -fsSL https://gitlab.com/gitlab-org/rust/knowledge-graph/-/raw/main/install.sh | bash
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# Windows (PowerShell)
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irm https://gitlab.com/gitlab-org/rust/knowledge-graph/-/raw/main/install.ps1 | iex
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```
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## Core Workflows
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### Index and Query
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```bash
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gkg index /path/to/project --stats
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gkg server start
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# Query via HTTP API at http://localhost:27495
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```
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### Find Symbol Usages
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1. Index project: `gkg index`
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2. Start server: `gkg server start`
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3. Use MCP tool `get_references` or HTTP API `/api/graph/search`
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### Impact Analysis
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1. Index affected repos
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2. Query `get_references` for changed symbols
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3. Review all call sites before refactoring
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## Language Support
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| Language | Cross-file Refs |
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|----------|-----------------|
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| Ruby | ✅ Full |
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| Java | ✅ Full |
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| Kotlin | ✅ Full |
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| Python | 🚧 In progress |
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| TypeScript | 🚧 In progress |
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| JavaScript | 🚧 In progress |
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## References
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- [CLI Commands](./references/cli-commands.md) - `gkg index`, `gkg server`, `gkg remove`, `gkg clean`
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- [MCP Tools](./references/mcp-tools.md) - 7 tools for AI integration
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- [HTTP API](./references/http-api.md) - REST endpoints for querying
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- [Language Details](./references/language-support.md) - Supported features per language
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## Key Constraints
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- Must stop server before re-indexing
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- Requires initialized Git repository
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- Languages not connected across repos (yet)
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- TS/JS/Python cross-file refs incomplete
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