Generation Patterns and Troubleshooting

One source, many IDs

Use vectorized source declarations to generate broad trait sets with minimal boilerplate.

Many sources, one run

Combine local, GWAS Catalog, and OpenGWAS resources in one execution request to keep orchestration unified.

Multi-algorithm cross products

Generate full source x algorithm grids in one call for fair downstream evaluation.

Reproducible generation outputs

Capture model metadata/provenance so selected models are traceable and portable.

Generation failure triage

Provide a concise decision tree for source, panel, algorithm, and dependency failures.