bio-prefect-dask-nextflow

You can scaffold omics pipelines by selecting an execution engine based on your target environment. The tool generates a runnable project using Prefect+Dask for local or distributed execution, and Nextflow for HPC schedulers.

Use Prefect+Dask to accelerate local and distributed Python-based omics tasks, and choose Nextflow when deploying to HPC environments requiring Slurm or PBS scheduler integration. The scaffolding process documents this engine-choice decision logic.

Yes, you can generate a runnable Nextflow scaffold configured for HPC clusters. It includes portable configurations and integrates with Slurm or PBS schedulers to manage resource planning and end-to-end omics workflow execution.

Scaffold generation produces a runnable project that includes engine decision logic, resource planning, and validation steps. It provides guardrails and documents decisions to ensure your omics pipeline is ready for rapid prototyping and deployment.

The scaffolding process applies resource planning and validation steps during generation. It provides guardrails and documents engine-choice decisions to ensure your end-to-end omics workflow executes correctly across local, distributed, or HPC platforms.