skills.homes logoskills.homescapability registry
home/categories/framework-internals/benchflow-ai-skillsbench-tasks-parallel-tfidf-search-environment-skills-python-parallelization-skill-md
cd ..
framework-internalsdevelopment

python-parallelization

Transform sequential Python code into parallel/concurrent implementations. Use when asked to parallelize Python code, improve code performance through concurrency, convert loops to parallel execution, or identify parallelization opportunities. Handles CPU-bound (multiprocessing), I/O-bound (asyncio, threading), and data-parallel (vectorization) scenarios.

Ver código-fonteframework-internals
benchflow-ai
maintainer
benchflow-ai
Atualizado 1/22/2026
Estrelas
946
Forks
244
quick start

Installation and usage

Transform sequential Python code into parallel/concurrent implementations. Use when asked to parallelize Python code, improve code performance through concurrency, convert loops to parallel execution, or identify parallelization opportunities. Handles CPU-bound (multiprocessing), I/O-bound (asyncio, threading), and data-parallel (vectorization) scenarios.

Instalação
$ install --globalskills.sh
Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

skills use python-parallelization