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Python import style guidelines for absolute and relative imports

Python naming conventions for variables, constants, files, and directories

Python pathlib usage guidelines for file and directory operations

Python refactoring triggers and guidelines for code size limits

UV command-line usage patterns for Python project management

UV command automation and project lifecycle management patterns powered by the uv-mcp server

Universal coding principles and best practices for maintainable software

Universal Python CLI development patterns and best practices

Universal Python development guidelines and best practices

Universal testing strategies and best practices for software projects

Universal documentation standards and best practices for software projects

Semantic code chunking and search patterns for codebase exploration

Universal issue tracking and task management patterns using beads/bd system

Universal knowledge storage and retrieval patterns using memory graph

Universal patterns for using MCP (Multi-Client Protocol) servers in agentic workflows

Universal sequential thinking patterns for complex problem analysis

Serena provides IDE-like semantic code retrieval and editing tools for coding agents, enabling efficient symbol-level code operations