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.