Related Tools

MetaSheet-Guard complements workflow-specific validators instead of replacing them.

nf-schema validates pipeline parameter and sample-sheet schemas for nf-core workflows. MetaSheet-Guard focuses earlier on metadata quality, repair provenance, and experimental design risks.

nf-core/fetchngs fetches public sequencing data and creates workflow inputs. MetaSheet-Guard does not download data.

Illumina SampleSheet validators such as Samshee target sequencing-run sample sheets. MetaSheet-Guard targets analysis-preparation metadata after FASTQ generation or public metadata collection.

Frictionless and generic table validators validate general tabular structure. MetaSheet-Guard adds sequencing-specific relationships between samples, runs, FASTQ files, replicates, conditions, and batches.

ISA-tools and metadata standards provide rich metadata representation. MetaSheet-Guard is a lightweight workflow-preparation checker and exporter.