get_workspace_brief

Scope: read · Signature: get_workspace_brief(workspace_id: str) -> Any

Use first in any piece of work on a workspace: where it stands, what could come next.

Returns its newest datasets with untriaged leakage per dataset, the models in production and in shadow (registry facts), running and recent experiments with their scores, and next-step hints, most pressing first — each an action, the lifecycle stage it belongs to (frame, data, model, decide, operate) and the object it is about, if one. Derived on every read: re-read it after a long wait instead of remembering.

Typed output: schema workspace_brief — generated from the backend pydantic model by scripts/export_mcp_schemas.py (the same SSOT as the React client types).

Powered by: the workspace brief (backend/app/services/workspace_brief.py).