Specform

CLI (optional)

Thin CLI wrappers over the same SDK operations.

The CLI is intentionally thin. It calls the same ops as the SDK.

Common commands

specform datasets
specform history brca
 
specform dataset add data/brca.csv --name brca
specform dataset use --name brca --version 2
 
specform dataset merge brca remote/tcga_brca --dry-run
specform dataset merge brca remote/tcga_brca --note "merge remote"
 
specform export --out project.sfpack
specform import path/to/project.sfpack
 
specform doctor --verify --sample 20

If you live in notebooks: use the SDK. If you want automation/scripts: use the CLI.