project-knowledge-graph

Extract and structure project knowledge into a queryable graph using Serena MCP.

Updated Aug 23, 2026

Search Tags:#dependency-mapping #knowledge-graph #code-understanding #Serena-MCP #symbol-analysis #architecture-map

One-click install

npx skills add https://github.com/chkim-su/serena-refactor-marketplace --skill project-knowledge-graph

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: project-knowledge-graph
Source: https://github.com/chkim-su/serena-refactor-marketplace/tree/main/skills/project-knowledge-graph
Command: npx skills add https://github.com/chkim-su/serena-refactor-marketplace --skill project-knowledge-graph

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill defines rules and patterns for extracting, structuring, and maintaining comprehensive project knowledge using Serena MCP's symbol-level analysis capabilities, helping teams keep architecture aware and changes safe.

Core Features & Use Cases

Structure Discovery: Identify modules, symbols, and dependencies to reveal the system's architecture.
Dependency Mapping: Build a clear map of how components rely on each other to inform safe changes.
Knowledge Persistence & Query: Store insights in Serena memories and query for insights about modules, symbols, and patterns.

Quick Start

Run the project-knowledge-graph extraction on your codebase with Serena MCP, then query the generated graph to explore module relationships.