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feat(api,ui): showcase-completion E3 — advanced seed config mvp + store/product scope selection #409

@w7-mgfcode

Description

@w7-mgfcode

Sub-issue of #406 (umbrella: showcase workspace completion — the forecastlab control story). Parallel after Foundation (E1 #407).

Purpose

Advanced seed configuration MVP + scope selection: an additive nested-override schema on the seeder HTTP contract for a curated, allow-listed knob subset (store count, product count, date window/days, sparsity, promotion intensity, stockout intensity, noise/variance profile), an additive seed_overrides field on DemoRunRequest / the WS start frame, a store/product focus-pair selector with pre-run preview in the Showcase data phase, frontend + backend validation, and persistence of overrides + user-selected scope into the workspace row (E1 slots) so replay honors them verbatim.

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To be decomposed via issue-to-subtasks when this epic is picked up.

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    epicEpic — a delivery surface under an umbrellafeatNew featureflowflow: command-suite work

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