UnifiedFlow Domain Onboarding and Scientific Programs

This is a queued continuation lab for the UnifiedFlow data-center platform. It exists so the overview lab can stay focused on the whole system while this subsystem gets its own evidence, figures, and update loop.

Research Question

How should UnifiedFlow onboard a new scientific or engineering domain without hard-coding the first domain into the platform model?

Current Evidence

Neuroscience is the first domain being approached, and calcium imaging is the first concrete workflow emphasis. Its worker, source-data, telemetry, model-memory, and critic needs expose reusable platform requirements.

Platform Use

This lab should define how a domain declares source custody, workflows, artifacts, review roles, model profiles, figures, claim tiers, and continuation labs.

Desired Outcome

UnifiedFlow can grow from the first neuroscience/calcium-imaging path into additional domains while preserving shared platform vocabulary and domain-specific rigor.

Continuation Work

Draft a domain-onboarding template that separates platform primitives from domain vocabulary, workflow stages, evidence obligations, and review rules.

Starting Figure Obligation

This lab needs at least one subsystem figure promoted from evidence: a state machine, network, hierarchy, matrix, or time-series chart depending on the subsystem. The figure should make the operating decision inspectable, not merely decorate the page.

Claim Boundary

This page is a draft queue item. It should not be treated as a final scientific or operational claim until evidence links, figures, and review-state decisions are added.