Python Parallelization

Read the selection and proof procedure (skill file) before changing
Python concurrency, parallelism, or throughput behavior.

This skill owns workload classification, bounded execution, cancellation,
cleanup, and measured speedup. Use python-development for general Python
implementation, typing, debugging, testing, and packaging. Never select async,
threads, processes, or vectorization without repository and workload evidence.