Workflows

Workflows are projects where the shared grammar meets scientific questions.

The workflows in this section are demonstrations and project extensions. The stable center of CubeDynamics is the pipe | verb contract; a workflow can add its own verbs without adding every domain assumption to the core package.

Workflow Families

• Climate analysis
• Fire analysis
• Vegetation analysis
• Remote sensing analysis

Shared Pattern

Scientists and AI agents should both be able to read the same workflow structure:

cube = load_data(...)

result = (
    pipe(cube)
    | v.anomaly(dim="time")
    | v.mean(dim=("y", "x"), keep_dim=False)
)

See Core grammar, integrations, and project verbs before treating any case study as a stability guarantee.