01Standardized build and installation procedures for both development and global site-packages environments
02Proactive identification of deprecated NumPy types and Python 2/3 compatibility issues across .py and .pyx source files
03Systematic mapping and replacement for deprecated data types and C-level declarations
0416 GitHub stars
05Multi-step verification protocols including installation path checking and extension-specific module testing
06Guidance on avoiding common pitfalls like reactive fixing, stale build artifacts, and incomplete type coverage