dev: Apply feedback to multi-domain

dev: add hitl quick confirmation actions

feat: request-time generated preference forms

feat: three-layer user profile with domain-scoped context fusion

fix: stop exposing raw provider payloads in recommendation items

feat: surface generic recommendation items in API and UI

hardening: sync generated frontend contract types

fix: Applying suggestions from Copilot manually

fix: expose task and result ids in recommendation responses

clean: Removed legacy no-caller functions/modules

dev: User role-gated Debug page access

fix: main-branch null problem with hot-inference

test: Update contract and other tests

dev: Conversation branch selection state stored

dev: Move task runtime into LangGraph task graph

dev: Persist scoped task status

dev: Making stream endpoint graph aware

dev: Persist collect-confirm HITL state

dev: Service type are aet Auto as we have intent detection

fix: increase cut-off token length for comfirmation msg

dev: Chat History are made Tree-shaped structure for editing support

dev:frontend: Page allowance for user message editing

test: frontend contract generation