Move dataset review clarification into the assistant workspace and
rework the review page into a chat-centric layout with execution rails.
Add session-scoped assistant actions for mappings, semantic fields,
and SQL preview generation. Introduce optimistic locking for dataset
review mutations, propagate session versions through API responses,
and mask imported filter values before assistant exposure.
Refresh tests, i18n, and spec artifacts to match the new workflow.
BREAKING CHANGE: dataset review mutation endpoints now require the
X-Session-Version header, and clarification is no longer handled
through ClarificationDialog-based flows
Add readiness hints, blocker summaries, and progress cues across
the dataset review workspace to clarify partial recovery and
launch gating states.
Highlight read-only preview snapshots, pending semantic review,
clarification queue status, and unresolved validation blockers to
guide the next recommended action.
Document known limitations in backend test doubles so permission,
task dispatch, and uncovered persistence branches are explicit.
