feat(console): "Edit with AI" — open the build agent pre-scoped to an app's package

[os-zhuang]

What

Adds an "Edit with AI" action to each app in App Management that opens the build agent in a fresh conversation pre-scoped to that app's package.

• AppManagementPage — a Sparkles "Edit with AI" button beside "Edit app", shown for apps that have a package id. It navigates to /ai/build?package=<packageId>&new=1.
• AiChatPage — reads the ?package= query param and forwards it to the build agent as context.packageId (threaded into ChatPane, the component that builds the chat request context).

Why

ADR-0070 made the conversation's active package load-bearing (scoping + the keystone). Resuming a conversation already keeps editing the same app, but opening an existing app to edit in a new conversation had no signal — so the AI wasn't scoped to that app, and a granular edit could scatter into a fresh package unless the model remembered to call set_active_package. This supplies the signal: the cloud agent seeds context.packageId as the conversation's active package, so the AI's reads scope to THIS app and edits bind to it from the first message.

Pairs with

The cloud seeding mechanism: objectstack-ai/cloud#590 (already merged). context.packageId is optional and backward-compatible.

Verification

• Type-check clean: @object-ui/app-shell (0 errors) + apps/console (0 errors).
• Tests: app-shell 927 + console 4656 pass, 0 regressions.
• (Caught + fixed in review: the forwarded value had to be threaded as a ChatPane prop — the chat context is built in the child component, not the page.)

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1 Skipped Deployment

Project	Deployment	Actions	Updated (UTC)
objectui	Ignored		Jun 26, 2026 8:13pm

[github-actions]

✅ Console Performance Budget

Metric	Value	Budget
Main entry (gzip)	59.0 KB	350 KB
Entry file	index-DlQJu54O.js	—
Status	PASS	—

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📦 Bundle Size Report

Package	Size	Gzipped
app-shell (index.js)	6.87KB	2.47KB
app-shell (runtime-config.js)	4.72KB	1.69KB
app-shell (types.js)	0.01KB	0.04KB
auth (AuthContext.js)	0.31KB	0.24KB
auth (AuthGuard.js)	1.17KB	0.53KB
auth (AuthProvider.js)	17.16KB	3.44KB
auth (AuthShell.js)	3.49KB	1.40KB
auth (ForgotPasswordForm.js)	4.79KB	1.88KB
auth (LoginForm.js)	9.55KB	3.36KB
auth (PreviewBanner.js)	0.90KB	0.50KB
auth (RegisterForm.js)	6.63KB	2.15KB
auth (SocialSignInButtons.js)	8.89KB	3.61KB
auth (UserMenu.js)	3.40KB	1.22KB
auth (authStyles.js)	5.04KB	1.72KB
auth (createAuthClient.js)	24.74KB	6.00KB
auth (createAuthenticatedFetch.js)	3.33KB	1.32KB
auth (index.js)	1.75KB	0.76KB
auth (types.js)	0.59KB	0.35KB
auth (useAuth.js)	4.01KB	0.79KB
auth (useIsWorkspaceAdmin.js)	1.61KB	0.85KB
collaboration (CommentThread.js)	18.38KB	4.49KB
collaboration (LiveCursors.js)	3.17KB	1.27KB
collaboration (PresenceAvatars.js)	3.65KB	1.42KB
collaboration (PresenceProvider.js)	2.42KB	0.96KB
collaboration (index.js)	1.25KB	0.53KB
collaboration (useCommentSearch.js)	1.98KB	0.88KB
collaboration (useConflictResolution.js)	7.75KB	1.86KB
collaboration (useMentionNotifications.js)	1.81KB	0.68KB
collaboration (usePresence.js)	6.33KB	1.84KB
collaboration (useRealtimeSubscription.js)	7.91KB	2.01KB
components (index.js)	420.60KB	89.48KB
core (index.js)	1.52KB	0.55KB
create-plugin (index.js)	9.28KB	2.98KB
data-objectstack (index.js)	99.69KB	24.89KB
fields (index.js)	164.60KB	39.84KB
i18n (LocalizationContext.js)	1.76KB	0.96KB
i18n (currency.js)	1.22KB	0.64KB
i18n (i18n.js)	4.32KB	1.77KB
i18n (index.js)	2.46KB	0.96KB
i18n (pickLocalized.js)	1.31KB	0.67KB
i18n (provider.js)	5.37KB	1.72KB
i18n (useObjectLabel.js)	21.15KB	4.68KB
i18n (useSafeTranslation.js)	2.68KB	0.98KB
layout (index.js)	36.30KB	10.04KB
mobile (MobileProvider.js)	0.92KB	0.49KB
mobile (ResponsiveContainer.js)	0.94KB	0.38KB
mobile (breakpoints.js)	1.51KB	0.70KB
mobile (createOfflineDataSource.js)	5.61KB	1.74KB
mobile (index.js)	1.50KB	0.62KB
mobile (offlineQueue.js)	3.91KB	1.35KB
mobile (pwa.js)	0.97KB	0.49KB
mobile (serviceWorker.js)	1.48KB	0.62KB
mobile (serviceWorkerSource.js)	3.41KB	1.48KB
mobile (useBreakpoint.js)	1.54KB	0.65KB
mobile (useGesture.js)	4.42KB	1.27KB
mobile (useOfflineSync.js)	1.99KB	0.72KB
mobile (usePullToRefresh.js)	2.53KB	0.85KB
mobile (useResponsive.js)	0.71KB	0.42KB
mobile (useResponsiveConfig.js)	1.36KB	0.63KB
mobile (useSpecGesture.js)	1.77KB	0.77KB
mobile (useTouchTarget.js)	1.01KB	0.54KB
permissions (MePermissionsProvider.js)	5.09KB	1.84KB
permissions (PermissionContext.js)	0.31KB	0.25KB
permissions (PermissionGuard.js)	0.89KB	0.45KB
permissions (PermissionProvider.js)	3.46KB	1.03KB
permissions (evaluator.js)	4.00KB	1.23KB
permissions (index.js)	0.91KB	0.41KB
permissions (store.js)	0.91KB	0.42KB
permissions (useFieldPermissions.js)	1.28KB	0.52KB
permissions (usePermissions.js)	1.50KB	0.70KB
plugin-ai (index.js)	15.71KB	3.79KB
plugin-calendar (index.js)	45.98KB	12.65KB
plugin-charts (index.js)	45.46KB	12.78KB
plugin-chatbot (index.js)	159.77KB	38.54KB
plugin-dashboard (index.js)	107.36KB	26.65KB
plugin-designer (index.js)	213.42KB	42.94KB
plugin-detail (index.js)	197.48KB	47.68KB
plugin-editor (index.js)	2.38KB	1.06KB
plugin-form (index.js)	93.23KB	22.71KB
plugin-gantt (index.js)	136.68KB	33.88KB
plugin-grid (index.js)	120.86KB	32.74KB
plugin-kanban (index.js)	48.82KB	13.13KB
plugin-list (index.js)	94.53KB	22.32KB
plugin-map (index.js)	16.02KB	4.98KB
plugin-markdown (index.js)	13.58KB	4.64KB
plugin-report (index.js)	37.83KB	9.97KB
plugin-timeline (index.js)	25.37KB	7.20KB
plugin-tree (index.js)	8.21KB	2.76KB
plugin-view (index.js)	84.45KB	20.36KB
providers (DataSourceProvider.js)	0.75KB	0.39KB
providers (MetadataProvider.js)	1.37KB	0.59KB
providers (ThemeProvider.js)	1.55KB	0.67KB
providers (UploadProvider.js)	11.71KB	3.53KB
providers (index.js)	0.44KB	0.22KB
providers (types.js)	0.01KB	0.04KB
react (LazyPluginLoader.js)	3.77KB	1.33KB
react (SchemaRenderer.js)	18.23KB	5.97KB
react (index.js)	0.76KB	0.42KB
tenant (TenantContext.js)	0.31KB	0.25KB
tenant (TenantGuard.js)	1.04KB	0.43KB
tenant (TenantProvider.js)	2.76KB	0.98KB
tenant (TenantScopedQuery.js)	0.77KB	0.44KB
tenant (index.js)	0.75KB	0.38KB
tenant (resolver.js)	2.64KB	0.76KB
tenant (useTenant.js)	0.50KB	0.32KB
tenant (useTenantBranding.js)	0.62KB	0.39KB
types (ai.js)	0.20KB	0.17KB
types (api-types.js)	0.20KB	0.18KB
types (app.js)	2.87KB	0.99KB
types (base.js)	0.20KB	0.18KB
types (blocks.js)	0.20KB	0.18KB
types (complex.js)	0.20KB	0.18KB
types (crud.js)	0.20KB	0.18KB
types (data-display.js)	0.20KB	0.18KB
types (data-protocol.js)	0.20KB	0.19KB
types (data.js)	0.20KB	0.18KB
types (designer.js)	0.77KB	0.41KB
types (disclosure.js)	0.20KB	0.18KB
types (feedback.js)	0.20KB	0.18KB
types (field-types.js)	0.20KB	0.18KB
types (form.js)	0.20KB	0.18KB
types (index.js)	1.54KB	0.68KB
types (layout.js)	0.20KB	0.18KB
types (mobile.js)	0.20KB	0.18KB
types (navigation.js)	0.20KB	0.18KB
types (objectql.js)	0.20KB	0.18KB
types (overlay.js)	0.20KB	0.18KB
types (permissions.js)	0.20KB	0.18KB
types (plugin-scope.js)	0.20KB	0.18KB
types (record-components.js)	0.20KB	0.19KB
types (registry.js)	0.20KB	0.18KB
types (reports.js)	0.20KB	0.18KB
types (spec-report.js)	5.26KB	1.96KB
types (tenant.js)	0.20KB	0.18KB
types (theme.js)	0.20KB	0.18KB
types (ui-action.js)	0.75KB	0.46KB
types (views.js)	0.20KB	0.18KB
types (widget.js)	0.20KB	0.18KB

Size Limits

• ✅ Core packages should be < 50KB gzipped
• ✅ Component packages should be < 100KB gzipped
• ⚠️ Plugin packages should be < 150KB gzipped