Code Graph

by alinaqi

Code Graph is a Quality skill for Claude Code, published by alinaqi in maggy.

704 stars57 forkson alinaqi/maggyAdded 2026/08/23Repository updated 2026/08/18

View source on GitHub Download repo ZIP

ai-codingclaudeclaude-codedeveloper-toolsproject-initializationpythonreactsecuritytypescript

Install in seconds

Install Code Graph

Copy Code Graph into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/alinaqi/maggy/tree/main/skills/code-graph ~/.claude/skills/code-graph

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/alinaqi/maggy.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/code-graph/SKILL.md in alinaqi/maggy
Installs to: ~/.claude/skills/code-graph
Collection: One of 25 skills cataloged from this repository
Category: Quality — 1354 skills

What Code Graph does

Code Graph uses an AST-based code graph to find symbols, trace dependencies, and assess blast radius before reading files. Use it for planning and navigating codebases in Claude Code via MCP.

Code Graph is cataloged under Quality on DirSkills. Code Graph comes from a repository tagged ai-coding, claude, claude-code, developer-tools and project-initialization.

Documentation

README

Excerpt

Code Graph Skill

Purpose: Use the code graph (codebase-memory-mcp) for sub-millisecond symbol lookup, function search, dependency analysis, and blast radius detection. This replaces brute-force grep and file reading for code navigation.

Core Principle

Graph first, file second. Before reading files or grepping, query the code graph. Only read full files when you need to modify them or need context beyond what the graph provides.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Code Graph

What else does alinaqi publish alongside Code Graph?
Code Graph is one of 25 skills that DirSkills catalogs from alinaqi/maggy, the repository it ships in. Its siblings there include AI Engine Optimization, AI Models Reference and AWS Aurora. Each one is a separate skill with its own page in this directory, installs the same way Code Graph does, and is maintained by alinaqi in that same repository. The rest of the collection is listed on the alinaqi/maggy page.
How does Code Graph compare to other Quality skills?
Code Graph ranks #1045 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Code Graph against them. Open each page to compare what they document and how they install.