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Run npx skillmds@latest add metinduraktr-44/graph-query in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

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Is Graph Query free to use?

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Who published Graph Query?

metinduraktr-44 (@metinduraktr-44) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Graph Query by metinduraktr-44 — Agent Skill

Name: Graph Query
Rating: 4.2 (5 reviews)
Author: metinduraktr-44

Graph Query

Query the code graph database to understand component relationships, dependencies, and change impact. Use when the user asks to "find callers", "check dependencies", "what uses this", "show relationships", "find serializers", or when reading code and needing to understand what depends on a component before modifications.

metinduraktr-44 Updated Sep 9, 2026 0 repo stars

File contents

AI Maestro Code Graph Query

Query your codebase's dependency graph to understand component relationships, call chains, and the impact of changes before making modifications. Part of the AI Maestro suite.

Prerequisites

Requires AI Maestro running locally with codebase indexed.

# Install graph tools
git clone https://github.com/23blocks-OS/ai-maestro-plugins.git
cd ai-maestro-plugins && ./install-graph-tools.sh

Core Behavior

After reading any code file, query the graph to understand dependencies:

Read file -> Query graph -> Then proceed

Commands

Query

Command	Description
`graph-describe.sh <name>`	Describe a component or function
`graph-find-callers.sh <fn>`	Find all callers of a function
`graph-find-callees.sh <fn>`	Find all functions called by this function
`graph-find-related.sh <component>`	Find related components
`graph-find-by-type.sh <type>`	Find all components of a type
`graph-find-serializers.sh <model>`	Find serializers for a model
`graph-find-associations.sh <model>`	Find model associations
`graph-find-path.sh <from> <to>`	Find call path between functions

Index

Command	Description
`graph-index-delta.sh [path]`	Index or update the code graph

Component Types

Use with graph-find-by-type.sh: model, serializer, controller, service, job, concern, component, hook

Usage Examples

# After reading a model file
graph-describe.sh User
graph-find-serializers.sh User
graph-find-associations.sh User

# Before modifying a function
graph-find-callers.sh process_payment
graph-find-callees.sh process_payment

# Find call chain between components
graph-find-path.sh handleRequest sendResponse

# Index your codebase
graph-index-delta.sh /path/to/project

Why Query Before Modifying

Without checking the graph, you risk:

Breaking callers when changing a function signature
Missing serializers that need updating with a model change
Overlooking child classes that inherit your modifications

Full AI Maestro Experience

This skill is part of the AI Maestro platform, which provides 6 skills for AI agent orchestration: messaging, memory, docs, graph, planning, and agent management.

---name: graph-querydescription: Query the code graph database to understand component relationships, dependencies, and change impact. Use when the user asks to "find callers", "check dependencies", "what uses this", "show relationships", "find serializers", or when reading code and needing to understand what depends on a component before modifications.--- # AI Maestro Code Graph Query Query your codebase's dependency graph to understand component relationships, call chains, and the impact of changes before making modifications. Part of the [AI Maestro](https://github.com/23blocks-OS/ai-maestro) suite. ## Prerequisites Requires [AI Maestro](https://github.com/23blocks-OS/ai-maestro) running locally with codebase indexed. ```bash # Install graph tools git clone https://github.com/23blocks-OS/ai-maestro-plugins.git cd ai-maestro-plugins && ./install-graph-tools.sh ``` ## Core Behavior After reading any code file, query the graph to understand dependencies: ``` Read file -> Query graph -> Then proceed ``` ## Commands ### Query | Command | Description | |---------|-------------| | `graph-describe.sh <name>` | Describe a component or function | | `graph-find-callers.sh <fn>` | Find all callers of a function | | `graph-find-callees.sh <fn>` | Find all functions called by this function | | `graph-find-related.sh <component>` | Find related components | | `graph-find-by-type.sh <type>` | Find all components of a type | | `graph-find-serializers.sh <model>` | Find serializers for a model | | `graph-find-associations.sh <model>` | Find model associations | | `graph-find-path.sh <from> <to>` | Find call path between functions | ### Index | Command | Description | |---------|-------------| | `graph-index-delta.sh [path]` | Index or update the code graph | ## Component Types Use with `graph-find-by-type.sh`: `model`, `serializer`, `controller`, `service`, `job`, `concern`, `component`, `hook` ## Usage Examples ```bash # After reading a model file graph-describe.sh User graph-find-serializers.sh User graph-find-associations.sh User # Before modifying a function graph-find-callers.sh process_payment graph-find-callees.sh process_payment # Find call chain between components graph-find-path.sh handleRequest sendResponse # Index your codebase graph-index-delta.sh /path/to/project ``` ## Why Query Before Modifying Without checking the graph, you risk: - Breaking callers when changing a function signature - Missing serializers that need updating with a model change - Overlooking child classes that inherit your modifications ## Full AI Maestro Experience This skill is part of the [AI Maestro](https://github.com/23blocks-OS/ai-maestro) platform, which provides **6 skills** for AI agent orchestration: messaging, memory, docs, graph, planning, and agent management.

Frequently asked questions