Can I use this for any programming language?

Yes, the skill uses pattern searching and symbol analysis tools that are designed to work across various programming languages and modern application frameworks.

Does this skill help with refactoring legacy code?

Absolutely. By tracing dependencies and referencing symbols across the codebase, it helps you understand the impact of changes and the blast radius of a refactor before you begin.

What is the main benefit of using Serena with Graphiti?

Serena provides the low-level symbol extraction (classes, methods, and types), while Graphiti allows you to save those insights into a persistent, searchable knowledge graph for long-term project memory.

Is Graphiti required to use this skill?

No, the Graphiti integration is an optional phase for persisting your findings. You can use the Serena tools for real-time analysis even without a knowledge graph setup.

Serena Code Architecture

Name: Serena Code Architecture
Author: geojaz

bygeojaz

0•

学习与文档

Performs systematic architectural analysis and dependency mapping of codebases using symbol-level understanding and knowledge graph persistence.

This skill provides a structured workflow for analyzing complex codebases by leveraging Serena's symbol-level intelligence and Graphiti's knowledge graph capabilities. It guides users through project discovery, entry point identification, core component mapping, and dependency tracing, allowing for the creation of permanent, searchable architectural memories. Whether you are onboarding to a new project or documenting a legacy system, this skill helps visualize call hierarchies and organizational patterns to ensure deep structural understanding before making implementation changes.

主要功能

01Deep dependency tracing and call hierarchy analysis

02Pattern recognition for frameworks like FastAPI and React

03Automated identification of application entry points and core modules

040 GitHub stars

05Symbol-level project structure discovery and directory mapping

06Integration with Graphiti for persistent architectural knowledge graphs

使用场景

01Building a persistent, queryable knowledge base of project components and their interactions

02Documenting complex service relationships and design patterns for architectural reviews

03Onboarding to a large, unfamiliar codebase by mapping its structural layout and dependencies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add geojaz/graphiti-context-hub serena-code-architecture

For use in Claude.ai and ChatGPT

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