refactor(extensions): narrow navigation namespace to routing signal only

Remove PageContext, entityId, and getCurrentPage() from the navigation
declaration and host implementation. The namespace now exposes only
getPageType() and onDidChangePage (firing PageType, not a bundled object),
making its contract explicit: navigation is a routing signal, not a context
aggregator. Entity payloads (chart, dashboard, dataset) belong to their
respective surface namespaces.

Replace the extension's popstate fallback with subscribeToPageChanges(), a
single helper in pageContext.ts that tries navigation.onDidChangePage first
and falls back to popstate for older hosts. Panel.tsx now delegates to this
helper — the "Replaced in P3" TODO comment is resolved.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

superset-frontend/packages/superset-core/package.json

@@ -18,6 +18,22 @@
       "types": "./lib/authentication/index.d.ts",
       "default": "./lib/authentication/index.js"
     },
+    "./dashboard": {
+      "types": "./lib/dashboard/index.d.ts",
+      "default": "./lib/dashboard/index.js"
+    },
+    "./dataset": {
+      "types": "./lib/dataset/index.d.ts",
+      "default": "./lib/dataset/index.js"
+    },
+    "./explore": {
+      "types": "./lib/explore/index.d.ts",
+      "default": "./lib/explore/index.js"
+    },
+    "./navigation": {
+      "types": "./lib/navigation/index.d.ts",
+      "default": "./lib/navigation/index.js"
+    },
     "./commands": {
       "types": "./lib/commands/index.d.ts",
       "default": "./lib/commands/index.js"

superset-frontend/packages/superset-core/src/contributions/index.ts

@@ -17,23 +17,9 @@
  * under the License.
  */
 
-/**
- * @fileoverview Manifest schema for Superset extension contributions.
- *
- * This module defines the aggregate interfaces used by the extension.json
- * manifest and the `superset-extensions` build command. Individual metadata
- * types are defined in their respective namespace modules (commands, views,
- * menus, editors) and re-exported here for the manifest schema.
- */
-
-import { Command } from '../commands';
 import { View } from '../views';
 import { Menu } from '../menus';
-import { Editor } from '../editors';
 
-/**
- * Valid locations within SQL Lab.
- */
 export type SqlLabLocation =
   | 'leftSidebar'
   | 'rightSidebar'
@@ -43,43 +29,14 @@ export type SqlLabLocation =
   | 'results'
   | 'queryHistory';
 
-/**
- * Nested structure for view contributions by scope and location.
- * @example
- * {
- *   sqllab: {
- *     panels: [{ id: "my-ext.panel", name: "My Panel" }],
- *     leftSidebar: [{ id: "my-ext.sidebar", name: "My Sidebar" }]
- *   }
- * }
- */
+/** Valid locations within the app shell (persist across all routes). */
+export type AppLocation = 'chatbot';
+
 export interface ViewContributions {
   sqllab?: Partial<Record<SqlLabLocation, View[]>>;
+  app?: Partial<Record<AppLocation, View[]>>;
 }
 
-/**
- * Nested structure for menu contributions by scope and location.
- * @example
- * {
- *   sqllab: {
- *     editor: { primary: [...], secondary: [...] }
- *   }
- * }
- */
 export interface MenuContributions {
   sqllab?: Partial<Record<SqlLabLocation, Menu>>;
 }
-
-/**
- * Aggregates all contributions (commands, menus, views, and editors) provided by an extension or module.
- */
-export interface Contributions {
-  /** List of commands. */
-  commands: Command[];
-  /** Nested mapping of menu contributions by scope and location. */
-  menus: MenuContributions;
-  /** Nested mapping of view contributions by scope and location. */
-  views: ViewContributions;
-  /** List of editors. */
-  editors?: Editor[];
-}

superset-frontend/packages/superset-core/src/dashboard/index.ts

@@ -0,0 +1,84 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/**
+ * @fileoverview Dashboard namespace for Superset extensions (P3).
+ *
+ * Exposes dashboard identity and filter state as a stable semantic API.
+ * Extensions must not depend on the Redux dashboard slice structure directly.
+ */
+
+import { Event } from '../common';
+
+/**
+ * A single native filter's current selected value(s).
+ * The value type is intentionally kept as `unknown` because filter values
+ * are heterogeneous (date ranges, string lists, numbers, etc.).
+ */
+export interface FilterValue {
+  /** The filter's stable id. */
+  filterId: string;
+  /** Display label of the filter. */
+  label: string;
+  /** Currently applied value, or `null` when the filter is cleared. */
+  value: unknown;
+}
+
+/**
+ * Normalized dashboard context exposed to extensions on the Dashboard page.
+ */
+export interface DashboardContext {
+  /** Numeric dashboard id. */
+  dashboardId: number;
+  /** Display title of the dashboard. */
+  title: string;
+  /**
+   * Active native filter values keyed by filter id.
+   * Only includes filters that have a value applied.
+   */
+  filters: FilterValue[];
+}
+
+/**
+ * Returns the normalized dashboard context for the page currently being viewed,
+ * or `undefined` when the user is not on a Dashboard page.
+ *
+ * @example
+ * ```typescript
+ * const dash = dashboard.getCurrentDashboard();
+ * if (dash) {
+ *   console.log(dash.title, dash.filters);
+ * }
+ * ```
+ */
+export declare function getCurrentDashboard(): DashboardContext | undefined;
+
+/**
+ * Event fired when the dashboard identity or its active filter values change.
+ * Fired on native filter value changes and on navigation to a different dashboard.
+ *
+ * @example
+ * ```typescript
+ * const sub = dashboard.onDidChangeDashboard(dash => {
+ *   chatbot.updateContext({ dashboard: dash });
+ * });
+ * sub.dispose();
+ * ```
+ */
+export declare const onDidChangeDashboard: Event<DashboardContext>;

superset-frontend/packages/superset-core/src/dataset/index.ts

@@ -0,0 +1,73 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/**
+ * @fileoverview Dataset namespace for Superset extensions (P3).
+ *
+ * Exposes the dataset currently being viewed as a stable semantic API.
+ * Aligned with backend-enforced dataset visibility and column-access semantics.
+ */
+
+import { Event } from '../common';
+
+/**
+ * Normalized dataset context exposed to extensions on the Dataset page.
+ */
+export interface DatasetContext {
+  /** Numeric dataset id. */
+  datasetId: number;
+  /** Display name (table name or virtual dataset name). */
+  datasetName: string;
+  /** Schema the dataset belongs to, if applicable. */
+  schema: string | null;
+  /** Catalog the dataset belongs to, if applicable. */
+  catalog: string | null;
+  /** Database name backing this dataset. */
+  databaseName: string | null;
+  /** Whether this is a virtual (SQL-defined) dataset. */
+  isVirtual: boolean;
+}
+
+/**
+ * Returns the normalized dataset context for the page currently being viewed,
+ * or `undefined` when the user is not on a Dataset page.
+ *
+ * @example
+ * ```typescript
+ * const ds = dataset.getCurrentDataset();
+ * if (ds) {
+ *   console.log(ds.datasetName, ds.schema);
+ * }
+ * ```
+ */
+export declare function getCurrentDataset(): DatasetContext | undefined;
+
+/**
+ * Event fired when the focused dataset changes (e.g. the user navigates to a
+ * different dataset detail page).
+ *
+ * @example
+ * ```typescript
+ * const sub = dataset.onDidChangeDataset(ds => {
+ *   chatbot.updateContext({ dataset: ds });
+ * });
+ * sub.dispose();
+ * ```
+ */
+export declare const onDidChangeDataset: Event<DatasetContext>;

superset-frontend/packages/superset-core/src/explore/index.ts

@@ -0,0 +1,75 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/**
+ * @fileoverview Explore namespace for Superset extensions (P3).
+ *
+ * Exposes the current chart/explore context as a stable semantic API.
+ * Normalized over Explore Redux state — extensions must not depend on
+ * the Redux slice structure directly.
+ */
+
+import { Event } from '../common';
+
+/**
+ * Normalized chart context exposed to extensions during an Explore session.
+ * Covers saved chart identity and transient editing context; excludes raw
+ * form-data internals and datasource-implementation details.
+ */
+export interface ChartContext {
+  /** The saved chart id, or `null` when the chart has not been persisted. */
+  chartId: number | null;
+  /** Display name of the saved chart, or `null` for a new/unsaved chart. */
+  chartName: string | null;
+  /** The visualization type currently selected in the editor. */
+  vizType: string;
+  /** Id of the datasource backing the chart (physical or virtual dataset). */
+  datasourceId: number | null;
+  /** Human-readable datasource name. */
+  datasourceName: string | null;
+}
+
+/**
+ * Returns the normalized chart context for the active Explore session, or
+ * `undefined` when the user is not on the Explore page.
+ *
+ * @example
+ * ```typescript
+ * const chart = explore.getCurrentChart();
+ * if (chart) {
+ *   console.log(chart.vizType, chart.chartName);
+ * }
+ * ```
+ */
+export declare function getCurrentChart(): ChartContext | undefined;
+
+/**
+ * Event fired when the chart context changes within the active Explore session
+ * (e.g. when the viz type, datasource, or saved name changes).
+ * Not fired during route changes — subscribe to `navigation.onDidChangePage` for those.
+ *
+ * @example
+ * ```typescript
+ * const sub = explore.onDidChangeChart(chart => {
+ *   chatbot.updateContext({ chart });
+ * });
+ * sub.dispose();
+ * ```
+ */
+export declare const onDidChangeChart: Event<ChartContext>;

superset-frontend/packages/superset-core/src/index.ts

@@ -19,9 +19,13 @@
 export * as common from './common';
 export * as authentication from './authentication';
 export * as commands from './commands';
+export * as dashboard from './dashboard';
+export * as dataset from './dataset';
 export * as editors from './editors';
+export * as explore from './explore';
 export * as extensions from './extensions';
 export * as menus from './menus';
+export * as navigation from './navigation';
 export * as sqlLab from './sqlLab';
 export * as views from './views';
 export * as contributions from './contributions';

superset-frontend/packages/superset-core/src/navigation/index.ts

@@ -0,0 +1,71 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/**
+ * @fileoverview Navigation namespace for Superset extensions (P3).
+ *
+ * Exposes the current application surface so extensions can react to route
+ * changes without polling. Entity-level context (chart, dashboard, dataset)
+ * is intentionally not included here — use the surface-specific namespace
+ * (`explore`, `dashboard`, `dataset`) to retrieve entity payloads.
+ */
+
+import { Event } from '../common';
+
+/**
+ * The set of top-level application surfaces.
+ * `'other'` covers any route not explicitly enumerated.
+ */
+export type PageType =
+  | 'dashboard'
+  | 'explore'
+  | 'sqllab'
+  | 'dataset'
+  | 'home'
+  | 'other';
+
+/**
+ * Returns the current page surface type.
+ *
+ * @example
+ * ```typescript
+ * const pageType = navigation.getPageType();
+ * if (pageType === 'dashboard') {
+ *   const ctx = dashboard.getCurrentDashboard();
+ * }
+ * ```
+ */
+export declare function getPageType(): PageType;
+
+/**
+ * Event fired whenever the user navigates to a different surface.
+ * Use the surface-specific namespace to read entity context after the event.
+ *
+ * @example
+ * ```typescript
+ * const sub = navigation.onDidChangePage(pageType => {
+ *   if (pageType === 'dashboard') {
+ *     const ctx = dashboard.getCurrentDashboard();
+ *   }
+ * });
+ * // later:
+ * sub.dispose();
+ * ```
+ */
+export declare const onDidChangePage: Event<PageType>;

superset-frontend/packages/superset-core/src/views/index.ts

@@ -20,19 +20,12 @@
 /**
  * @fileoverview Views registration API for Superset extensions.
  *
- * This module provides functions for registering custom React views
- * at specific locations in the Superset UI. Views are registered as
- * module-level side effects at import time.
+ * Extensions register React views at named locations using `registerView`.
+ * Registrations happen as module-level side effects at import time.
  *
- * @example
- * ```typescript
- * import { views } from '@apache-superset/core';
- *
- * views.registerView(
- *   { id: 'my_ext.result_stats', name: 'Result Stats', location: 'sqllab.panels' },
- *   () => <ResultStatsPanel />,
- * );
- * ```
+ * Built-in locations:
+ *  - `sqllab.panels` / `sqllab.rightSidebar` / … — SQL Lab surface
+ *  - `superset.chatbot` — app-shell chatbot bubble (singleton; host renders one)
  */
 
 import { ReactElement } from 'react';
@@ -48,20 +41,23 @@ export interface View {
   name: string;
   /** Optional description of the view, for display in contribution manifests. */
   description?: string;
+  /**
+   * Optional icon identifier for the view, used in admin pickers and manifest
+   * listings. Static — set once at registerView() time.
+   * Dynamic icon states (e.g. notification badge) are the extension's concern.
+   */
+  icon?: string;
 }
 
 /**
  * Registers a custom view at a specific UI location.
  *
- * The view provider function is called when the UI renders the location,
- * and should return a React element to display.
- *
- * @param view The view descriptor (id and name).
- * @param location The location where this view should appear (e.g. "sqllab.panels").
+ * @param view The view descriptor (id, name, and optional icon/description).
+ * @param location The location where this view should appear.
  * @param provider A function that returns the React element to render.
  * @returns A Disposable that unregisters the view when disposed.
  *
- * @example
+ * @example SQL Lab panel
  * ```typescript
  * views.registerView(
  *   { id: 'my_ext.result_stats', name: 'Result Stats' },
@@ -69,6 +65,15 @@ export interface View {
  *   () => <ResultStatsPanel />,
  * );
  * ```
+ *
+ * @example Chatbot bubble (`superset.chatbot` — singleton, host renders one)
+ * ```typescript
+ * views.registerView(
+ *   { id: 'my_ext.chatbot', name: 'My Chatbot', icon: 'Bubble' },
+ *   'superset.chatbot',
+ *   () => <ChatbotApp />,
+ * );
+ * ```
  */
 export declare function registerView(
   view: View,
@@ -76,6 +81,21 @@ export declare function registerView(
   provider: () => ReactElement,
 ): Disposable;
 
+/**
+ * Narrowed descriptor for chatbot contributions (`superset.chatbot` location).
+ *
+ * Extension authors should use this type when calling `registerView` for the
+ * chatbot area. It is identical to {@link View} but makes the registration
+ * intent explicit and allows future narrowing (e.g. required `icon`).
+ *
+ * @example
+ * ```typescript
+ * const chatbot: ChatbotView = { id: 'my_ext.chatbot', name: 'My Chatbot', icon: 'Bubble' };
+ * views.registerView(chatbot, 'superset.chatbot', () => <ChatbotApp />);
+ * ```
+ */
+export type ChatbotView = View;
+
 /**
  * Retrieves all views registered at a specific location.
  *

superset-frontend/src/components/ChatbotMount/ChatbotMount.test.tsx

@@ -0,0 +1,91 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+import React from 'react';
+import { render, screen } from 'spec/helpers/testing-library';
+import { views } from 'src/core';
+import { CHATBOT_LOCATION } from 'src/views/contributions';
+import ChatbotMount from '.';
+
+const disposables: Array<{ dispose: () => void }> = [];
+
+afterEach(() => {
+  disposables.forEach(d => d.dispose());
+  disposables.length = 0;
+});
+
+test('renders nothing when no chatbot extension is registered', () => {
+  render(<ChatbotMount />);
+
+  expect(screen.queryByTestId('chatbot-mount')).not.toBeInTheDocument();
+});
+
+test('renders the registered chatbot inside the fixed mount slot', () => {
+  const provider = () => React.createElement('div', null, 'My Chatbot Bubble');
+  disposables.push(
+    views.registerView(
+      { id: 'superset.chatbot', name: 'Superset Chatbot' },
+      CHATBOT_LOCATION,
+      provider,
+    ),
+  );
+
+  render(<ChatbotMount />);
+
+  expect(screen.getByTestId('chatbot-mount')).toBeInTheDocument();
+  expect(screen.getByText('My Chatbot Bubble')).toBeInTheDocument();
+});
+
+test('renders only the first-to-register chatbot when several are installed', () => {
+  const firstProvider = () => React.createElement('div', null, 'First Bubble');
+  const secondProvider = () =>
+    React.createElement('div', null, 'Second Bubble');
+  disposables.push(
+    views.registerView(
+      { id: 'first.chatbot', name: 'First Chatbot' },
+      CHATBOT_LOCATION,
+      firstProvider,
+    ),
+    views.registerView(
+      { id: 'second.chatbot', name: 'Second Chatbot' },
+      CHATBOT_LOCATION,
+      secondProvider,
+    ),
+  );
+
+  render(<ChatbotMount />);
+
+  expect(screen.getByText('First Bubble')).toBeInTheDocument();
+  expect(screen.queryByText('Second Bubble')).not.toBeInTheDocument();
+});
+
+test('isolates a failing chatbot so it does not crash the host', () => {
+  const FailingChatbot = () => {
+    throw new Error('chatbot blew up');
+  };
+  disposables.push(
+    views.registerView(
+      { id: 'superset.chatbot', name: 'Superset Chatbot' },
+      CHATBOT_LOCATION,
+      () => React.createElement(FailingChatbot),
+    ),
+  );
+
+  // The host-owned error boundary catches the failure; render does not throw.
+  expect(() => render(<ChatbotMount />)).not.toThrow();
+});

superset-frontend/src/components/ChatbotMount/index.tsx

@@ -0,0 +1,84 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+import { useState, useEffect } from 'react';
+import { SupersetClient } from '@superset-ui/core';
+import { css, useTheme } from '@apache-superset/core/theme';
+import { ErrorBoundary } from 'src/components/ErrorBoundary';
+import { getActiveChatbot } from 'src/core/chatbot';
+import { subscribeToLocation } from 'src/core/views';
+import { CHATBOT_LOCATION } from 'src/views/contributions';
+
+const CHATBOT_EDGE_MARGIN = 24;
+
+const ChatbotMount = () => {
+  const theme = useTheme();
+  const [adminSelectedId, setAdminSelectedId] = useState<string | null>(null);
+  const [enabledMap, setEnabledMap] = useState<Record<string, boolean>>({});
+  const [activeChatbot, setActiveChatbot] = useState(() =>
+    getActiveChatbot(null, {}),
+  );
+
+  useEffect(() => {
+    let cancelled = false;
+    SupersetClient.get({ endpoint: '/api/v1/extensions/settings' })
+      .then(({ json }) => {
+        if (cancelled) return;
+        const id = json.result?.active_chatbot_id ?? null;
+        const enabled: Record<string, boolean> = json.result?.enabled ?? {};
+        setAdminSelectedId(id);
+        setEnabledMap(enabled);
+        setActiveChatbot(getActiveChatbot(id, enabled));
+      })
+      .catch(() => {
+        // Settings fetch failure is non-fatal — fall back to first-to-register.
+      });
+    return () => {
+      cancelled = true;
+    };
+  }, []);
+
+  useEffect(
+    () =>
+      subscribeToLocation(CHATBOT_LOCATION, () =>
+        setActiveChatbot(getActiveChatbot(adminSelectedId, enabledMap)),
+      ),
+    [adminSelectedId, enabledMap],
+  );
+
+  if (!activeChatbot) {
+    return null;
+  }
+
+  return (
+    <div
+      data-test="chatbot-mount"
+      css={css`
+        position: fixed;
+        right: ${CHATBOT_EDGE_MARGIN}px;
+        bottom: ${CHATBOT_EDGE_MARGIN}px;
+        /* Above dashboard content and the toast layer, below modal dialogs. */
+        z-index: ${theme.zIndexPopupBase + 2};
+      `}
+    >
+      <ErrorBoundary>{activeChatbot.provider()}</ErrorBoundary>
+    </div>
+  );
+};
+
+export default ChatbotMount;

superset-frontend/src/core/chatbot/index.test.ts

@@ -0,0 +1,96 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+import React from 'react';
+import { views } from 'src/core/views';
+import { CHATBOT_LOCATION } from 'src/views/contributions';
+import { getActiveChatbot } from './index';
+
+const disposables: Array<{ dispose: () => void }> = [];
+
+afterEach(() => {
+  disposables.forEach(d => d.dispose());
+  disposables.length = 0;
+});
+
+test('getActiveChatbot returns undefined when no chatbot is registered', () => {
+  expect(getActiveChatbot()).toBeUndefined();
+});
+
+test('getActiveChatbot resolves the single registered chatbot', () => {
+  const provider = () => React.createElement('div', null, 'Chatbot');
+  disposables.push(
+    views.registerView(
+      { id: 'superset.chatbot', name: 'Superset Chatbot' },
+      CHATBOT_LOCATION,
+      provider,
+    ),
+  );
+
+  const active = getActiveChatbot();
+  expect(active).toEqual({ id: 'superset.chatbot', provider });
+});
+
+test('getActiveChatbot picks the first-to-register when multiple are installed', () => {
+  const firstProvider = () => React.createElement('div', null, 'First');
+  const secondProvider = () => React.createElement('div', null, 'Second');
+  disposables.push(
+    views.registerView(
+      { id: 'first.chatbot', name: 'First Chatbot' },
+      CHATBOT_LOCATION,
+      firstProvider,
+    ),
+    views.registerView(
+      { id: 'second.chatbot', name: 'Second Chatbot' },
+      CHATBOT_LOCATION,
+      secondProvider,
+    ),
+  );
+
+  const active = getActiveChatbot();
+  expect(active?.id).toBe('first.chatbot');
+  expect(active?.provider).toBe(firstProvider);
+});
+
+test('getActiveChatbot ignores views registered at other locations', () => {
+  const provider = () => React.createElement('div', null, 'Panel');
+  disposables.push(
+    views.registerView(
+      { id: 'some.panel', name: 'Some Panel' },
+      'sqllab.panels',
+      provider,
+    ),
+  );
+
+  expect(getActiveChatbot()).toBeUndefined();
+});
+
+test('getActiveChatbot stops resolving a chatbot once it is disposed', () => {
+  const provider = () => React.createElement('div', null, 'Chatbot');
+  const disposable = views.registerView(
+    { id: 'superset.chatbot', name: 'Superset Chatbot' },
+    CHATBOT_LOCATION,
+    provider,
+  );
+
+  expect(getActiveChatbot()?.id).toBe('superset.chatbot');
+
+  disposable.dispose();
+
+  expect(getActiveChatbot()).toBeUndefined();
+});

superset-frontend/src/core/chatbot/index.ts

@@ -0,0 +1,87 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/**
+ * @fileoverview Host-internal resolver for the exclusive `superset.chatbot`
+ * contribution area.
+ *
+ * `superset.chatbot` is a singleton contribution area: multiple chatbot
+ * extensions may register a view there, but the host renders exactly one.
+ * This module owns the host-side selection policy.
+ *
+ * This is host-internal infrastructure — it is NOT part of the public
+ * `@apache-superset/core` API. Extensions register via the public
+ * `views.registerView()`; only the host resolves which one is active.
+ */
+
+import { ReactElement } from 'react';
+import { CHATBOT_LOCATION } from 'src/views/contributions';
+import { getRegisteredViewIds, getViewProvider } from 'src/core/views';
+
+/**
+ * The resolved active chatbot: a view id paired with its renderable provider.
+ */
+export interface ActiveChatbot {
+  /** The registered view id of the selected chatbot. */
+  id: string;
+  /** The provider that renders the chatbot's React element. */
+  provider: () => ReactElement;
+}
+
+/**
+ * Resolves which single chatbot extension is currently active.
+ *
+ * Selection policy:
+ *  - If no chatbot is registered, returns `undefined` — the corner stays empty.
+ *  - Disabled chatbots (per `enabledMap`) are excluded before selection.
+ *  - If `adminSelectedId` matches an enabled registered chatbot, that one wins.
+ *  - Otherwise the first enabled chatbot in registration order is used as a fallback.
+ *
+ * @param adminSelectedId The id stored in the admin "Default chatbot" setting, if any.
+ * @param enabledMap Per-extension enabled flags from the admin settings API.
+ * @returns The active chatbot's id and provider, or `undefined` if none.
+ */
+export const getActiveChatbot = (
+  adminSelectedId?: string | null,
+  enabledMap?: Record<string, boolean>,
+): ActiveChatbot | undefined => {
+  const registeredIds = getRegisteredViewIds(CHATBOT_LOCATION);
+  if (registeredIds.length === 0) {
+    return undefined;
+  }
+
+  const candidates = enabledMap
+    ? registeredIds.filter(id => enabledMap[id] !== false)
+    : registeredIds;
+
+  if (candidates.length === 0) {
+    return undefined;
+  }
+
+  const selectedId =
+    adminSelectedId && candidates.includes(adminSelectedId)
+      ? adminSelectedId
+      : candidates[0];
+
+  const provider = getViewProvider(CHATBOT_LOCATION, selectedId);
+  if (!provider) {
+    return undefined;
+  }
+
+  return { id: selectedId, provider };
+};

superset-frontend/src/core/dashboard/index.ts

@@ -0,0 +1,90 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/**
+ * Host-internal implementation of the `dashboard` namespace.
+ *
+ * Wraps Redux dashboardInfo and dataMask state and normalizes them into the
+ * stable `DashboardContext` contract. Extensions must not depend on the Redux
+ * slice structure directly.
+ */
+
+import type { dashboard as dashboardApi } from '@apache-superset/core';
+import { HYDRATE_DASHBOARD } from 'src/dashboard/actions/hydrate';
+import {
+  UPDATE_DATA_MASK,
+  SET_DATA_MASK_FOR_FILTER_CHANGES_COMPLETE,
+} from 'src/dataMask/actions';
+import { store, RootState } from 'src/views/store';
+import { AnyListenerPredicate } from '@reduxjs/toolkit';
+import { createActionListener } from '../utils';
+
+type DashboardContext = dashboardApi.DashboardContext;
+type FilterValue = dashboardApi.FilterValue;
+
+function buildDashboardContext(): DashboardContext | undefined {
+  const state = store.getState();
+  const info = (state as any).dashboardInfo;
+  if (!info?.id) return undefined;
+
+  const nativeFilters = (state as any).nativeFilters?.filters ?? {};
+  const dataMask = (state as any).dataMask ?? {};
+
+  const filters: FilterValue[] = Object.entries(dataMask)
+    .filter(([id, mask]: [string, any]) => {
+      if (!(id in nativeFilters)) return false;
+      const value = mask?.filterState?.value;
+      return value !== null && value !== undefined;
+    })
+    .map(([id, mask]: [string, any]) => ({
+      filterId: id,
+      label: nativeFilters[id]?.name ?? id,
+      value: mask.filterState.value,
+    }));
+
+  return {
+    dashboardId: info.id as number,
+    title: info.dashboard_title ?? info.slug ?? String(info.id),
+    filters,
+  };
+}
+
+const dashboardChangePredicate: AnyListenerPredicate<RootState> = action =>
+  action.type === HYDRATE_DASHBOARD ||
+  action.type === UPDATE_DATA_MASK ||
+  action.type === SET_DATA_MASK_FOR_FILTER_CHANGES_COMPLETE;
+
+const getCurrentDashboard: typeof dashboardApi.getCurrentDashboard = () =>
+  buildDashboardContext();
+
+const onDidChangeDashboard: typeof dashboardApi.onDidChangeDashboard = (
+  listener: (ctx: DashboardContext) => void,
+  thisArgs?: any,
+) =>
+  createActionListener<DashboardContext>(
+    dashboardChangePredicate,
+    listener,
+    () => buildDashboardContext() ?? null,
+    thisArgs,
+  );
+
+export const dashboard: typeof dashboardApi = {
+  getCurrentDashboard,
+  onDidChangeDashboard,
+};

superset-frontend/src/core/dataset/index.ts

@@ -0,0 +1,62 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/**
+ * Host-internal implementation of the `dataset` namespace.
+ *
+ * Dataset page components call `setCurrentDataset` to publish context as they
+ * load. Extensions consume the stable `DatasetContext` contract; they are
+ * isolated from the page's internal data-fetching implementation.
+ */
+
+import type { dataset as datasetApi } from '@apache-superset/core';
+import { Disposable } from '../models';
+
+type DatasetContext = datasetApi.DatasetContext;
+
+let currentDataset: DatasetContext | undefined;
+const listeners = new Set<(ctx: DatasetContext) => void>();
+
+/**
+ * Host-internal: called by the Dataset page when its entity loads or changes.
+ * Not part of the public `@apache-superset/core` API.
+ */
+export const setCurrentDataset = (ctx: DatasetContext | undefined): void => {
+  currentDataset = ctx;
+  if (ctx) {
+    listeners.forEach(fn => fn(ctx));
+  }
+};
+
+const getCurrentDataset: typeof datasetApi.getCurrentDataset = () =>
+  currentDataset ? { ...currentDataset } : undefined;
+
+const onDidChangeDataset: typeof datasetApi.onDidChangeDataset = (
+  listener: (ctx: DatasetContext) => void,
+  thisArgs?: any,
+): Disposable => {
+  const bound = thisArgs ? listener.bind(thisArgs) : listener;
+  listeners.add(bound);
+  return new Disposable(() => listeners.delete(bound));
+};
+
+export const dataset: typeof datasetApi = {
+  getCurrentDataset,
+  onDidChangeDataset,
+};

superset-frontend/src/core/explore/index.ts

@@ -0,0 +1,84 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/**
+ * Host-internal implementation of the `explore` namespace.
+ *
+ * Wraps Redux explore state and normalizes it into the stable `ChartContext`
+ * contract. Extensions must not depend on the Redux slice structure directly.
+ */
+
+import type { explore as exploreApi } from '@apache-superset/core';
+import { HYDRATE_EXPLORE } from 'src/explore/actions/hydrateExplore';
+import {
+  SET_FORM_DATA,
+  UPDATE_CHART_TITLE,
+} from 'src/explore/actions/exploreActions';
+import { SET_DATASOURCE } from 'src/explore/actions/datasourcesActions';
+import { store, RootState } from 'src/views/store';
+import { AnyListenerPredicate } from '@reduxjs/toolkit';
+import { createActionListener } from '../utils';
+
+type ChartContext = exploreApi.ChartContext;
+
+function buildChartContext(): ChartContext | undefined {
+  const state = store.getState();
+  const exploreState = (state as any).explore;
+  if (!exploreState) return undefined;
+
+  const { slice, datasource, controls } = exploreState;
+  const vizType: string =
+    (controls?.viz_type?.value as string) ??
+    exploreState.form_data?.viz_type ??
+    '';
+
+  return {
+    chartId: slice?.slice_id ?? null,
+    chartName: exploreState.sliceName ?? slice?.slice_name ?? null,
+    vizType,
+    datasourceId: datasource?.id ?? null,
+    datasourceName:
+      datasource?.table_name ?? datasource?.datasource_name ?? null,
+  };
+}
+
+const exploreChangePredicate: AnyListenerPredicate<RootState> = action =>
+  action.type === HYDRATE_EXPLORE ||
+  action.type === SET_FORM_DATA ||
+  action.type === UPDATE_CHART_TITLE ||
+  action.type === SET_DATASOURCE;
+
+const getCurrentChart: typeof exploreApi.getCurrentChart = () =>
+  buildChartContext();
+
+const onDidChangeChart: typeof exploreApi.onDidChangeChart = (
+  listener: (ctx: ChartContext) => void,
+  thisArgs?: any,
+) =>
+  createActionListener<ChartContext>(
+    exploreChangePredicate,
+    listener,
+    () => buildChartContext() ?? null,
+    thisArgs,
+  );
+
+export const explore: typeof exploreApi = {
+  getCurrentChart,
+  onDidChangeChart,
+};

superset-frontend/src/core/index.ts

@@ -28,10 +28,14 @@ export const core: typeof coreType = {
 
 export * from './authentication';
 export * from './commands';
+export * from './dashboard';
+export * from './dataset';
 export * from './editors';
+export * from './explore';
 export * from './extensions';
 export * from './menus';
 export * from './models';
+export * from './navigation';
 export * from './sqlLab';
 export * from './utils';
 export * from './views';

superset-frontend/src/core/navigation/index.ts

@@ -0,0 +1,69 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/**
+ * Host-internal implementation of the `navigation` namespace.
+ *
+ * Backed by browser location — no Redux dependency.
+ * The app shell calls `notifyPageChange(pathname)` whenever the route changes.
+ */
+
+import type { navigation as navigationApi } from '@apache-superset/core';
+import { Disposable } from '../models';
+
+type PageType = navigationApi.PageType;
+
+const listeners = new Set<(pageType: PageType) => void>();
+
+function derivePageType(pathname: string): PageType {
+  if (pathname.startsWith('/superset/dashboard/')) return 'dashboard';
+  if (pathname.startsWith('/explore/')) return 'explore';
+  if (pathname.startsWith('/superset/explore/')) return 'explore';
+  if (pathname.startsWith('/chart/add')) return 'explore';
+  if (pathname.startsWith('/sqllab/')) return 'sqllab';
+  if (pathname.startsWith('/dataset/')) return 'dataset';
+  if (pathname.startsWith('/superset/welcome/')) return 'home';
+  return 'other';
+}
+
+let currentPageType: PageType = derivePageType(window.location.pathname);
+
+/** Called by ExtensionsStartup whenever the React Router location changes. */
+export const notifyPageChange = (pathname: string): void => {
+  const next = derivePageType(pathname);
+  if (next === currentPageType) return;
+  currentPageType = next;
+  listeners.forEach(fn => fn(next));
+};
+
+const getPageType: typeof navigationApi.getPageType = () => currentPageType;
+
+const onDidChangePage: typeof navigationApi.onDidChangePage = (
+  listener: (pageType: PageType) => void,
+  thisArgs?: any,
+): Disposable => {
+  const bound = thisArgs ? listener.bind(thisArgs) : listener;
+  listeners.add(bound);
+  return new Disposable(() => listeners.delete(bound));
+};
+
+export const navigation: typeof navigationApi = {
+  getPageType,
+  onDidChangePage,
+};

superset-frontend/src/core/views/index.test.ts

@@ -17,7 +17,12 @@
  * under the License.
  */
 import React from 'react';
-import { views, resolveView } from './index';
+import {
+  views,
+  resolveView,
+  getViewProvider,
+  getRegisteredViewIds,
+} from './index';
 
 const disposables: Array<{ dispose: () => void }> = [];
 
@@ -110,3 +115,59 @@ test('dispose removes the view registration', () => {
 
   expect(views.getViews('sqllab.panels')).toBeUndefined();
 });
+
+test('getViewProvider returns the registered provider for a matching location', () => {
+  const provider = () => React.createElement('div', null, 'Test');
+  disposables.push(
+    views.registerView(
+      { id: 'test.provider', name: 'Test Provider' },
+      'superset.chatbot',
+      provider,
+    ),
+  );
+
+  expect(getViewProvider('superset.chatbot', 'test.provider')).toBe(provider);
+});
+
+test('getViewProvider returns undefined when the location does not match', () => {
+  const provider = () => React.createElement('div', null, 'Test');
+  disposables.push(
+    views.registerView(
+      { id: 'test.provider', name: 'Test Provider' },
+      'sqllab.panels',
+      provider,
+    ),
+  );
+
+  // Registered, but at a different location.
+  expect(getViewProvider('superset.chatbot', 'test.provider')).toBeUndefined();
+});
+
+test('getViewProvider returns undefined for an unknown id', () => {
+  expect(getViewProvider('superset.chatbot', 'nonexistent')).toBeUndefined();
+});
+
+test('getRegisteredViewIds returns ids in registration order', () => {
+  const provider = () => React.createElement('div', null, 'Test');
+  disposables.push(
+    views.registerView(
+      { id: 'first.chatbot', name: 'First' },
+      'superset.chatbot',
+      provider,
+    ),
+    views.registerView(
+      { id: 'second.chatbot', name: 'Second' },
+      'superset.chatbot',
+      provider,
+    ),
+  );
+
+  expect(getRegisteredViewIds('superset.chatbot')).toEqual([
+    'first.chatbot',
+    'second.chatbot',
+  ]);
+});
+
+test('getRegisteredViewIds returns an empty array for an unused location', () => {
+  expect(getRegisteredViewIds('superset.chatbot')).toEqual([]);
+});

superset-frontend/src/core/views/index.ts

@@ -39,6 +39,27 @@ const viewRegistry: Map<
 
 const locationIndex: Map<string, Set<string>> = new Map();
 
+/** Listeners notified whenever a view is registered or unregistered at a location. */
+const locationListeners: Map<string, Set<() => void>> = new Map();
+
+const notifyListeners = (location: string) => {
+  locationListeners.get(location)?.forEach(fn => fn());
+};
+
+/**
+ * Subscribe to registration changes at a specific location.
+ * Returns an unsubscribe function.
+ */
+export const subscribeToLocation = (
+  location: string,
+  listener: () => void,
+): (() => void) => {
+  const listeners = locationListeners.get(location) ?? new Set();
+  listeners.add(listener);
+  locationListeners.set(location, listeners);
+  return () => listeners.delete(listener);
+};
+
 const registerView: typeof viewsApi.registerView = (
   view: View,
   location: string,
@@ -52,9 +73,12 @@ const registerView: typeof viewsApi.registerView = (
   ids.add(id);
   locationIndex.set(location, ids);
 
+  notifyListeners(location);
+
   return new Disposable(() => {
     viewRegistry.delete(id);
     locationIndex.get(location)?.delete(id);
+    notifyListeners(location);
   });
 };
 
@@ -77,6 +101,28 @@ const getViews: typeof viewsApi.getViews = (
     .filter((c): c is View => !!c);
 };
 
+/**
+ * Host-internal: returns the provider for a registered view id at a location.
+ * Not part of the public `@apache-superset/core` API — `getViews` stays
+ * descriptor-only so extensions cannot render each other's views directly.
+ */
+export const getViewProvider = (
+  location: string,
+  id: string,
+): (() => ReactElement) | undefined => {
+  const entry = viewRegistry.get(id);
+  if (entry?.location !== location) {
+    return undefined;
+  }
+  return entry.provider;
+};
+
+/** Host-internal: view ids at a location in registration order. */
+export const getRegisteredViewIds = (location: string): string[] => {
+  const ids = locationIndex.get(location);
+  return ids ? Array.from(ids) : [];
+};
+
 export const views: typeof viewsApi = {
   registerView,
   getViews,

superset-frontend/src/extensions/ExtensionsList.tsx

@@ -17,20 +17,31 @@
  * under the License.
  */
 import { t } from '@apache-superset/core/translation';
-import { FunctionComponent, useMemo } from 'react';
+import { css } from '@apache-superset/core/theme';
+import { FunctionComponent, useCallback, useEffect, useMemo, useState } from 'react';
+import { SupersetClient } from '@superset-ui/core';
+import { Select } from '@superset-ui/core/components';
+import { Switch } from '@superset-ui/core/components/Switch';
 import { useListViewResource } from 'src/views/CRUD/hooks';
 import { ListView } from 'src/components';
 import SubMenu, { SubMenuProps } from 'src/features/home/SubMenu';
 import withToasts from 'src/components/MessageToasts/withToasts';
+import { CHATBOT_LOCATION } from 'src/views/contributions';
+import { getRegisteredViewIds } from 'src/core/views';
 
 const PAGE_SIZE = 25;
 
 type Extension = {
-  id: number;
+  id: string;
   name: string;
   enabled: boolean;
 };
 
+type ExtensionSettings = {
+  active_chatbot_id: string | null;
+  enabled: Record<string, boolean>;
+};
+
 interface ExtensionsListProps {
   addDangerToast: (msg: string) => void;
   addSuccessToast: (msg: string) => void;
@@ -50,6 +61,45 @@ const ExtensionsList: FunctionComponent<ExtensionsListProps> = ({
     addDangerToast,
   );
 
+  const [settings, setSettings] = useState<ExtensionSettings>({
+    active_chatbot_id: null,
+    enabled: {},
+  });
+
+  useEffect(() => {
+    SupersetClient.get({ endpoint: '/api/v1/extensions/settings' })
+      .then(({ json }) => setSettings(json.result))
+      .catch(() => addDangerToast(t('Failed to load extension settings.')));
+  }, [addDangerToast]);
+
+  const saveSettings = useCallback(
+    (patch: Partial<ExtensionSettings>) => {
+      const next = { ...settings, ...patch };
+      SupersetClient.put({
+        endpoint: '/api/v1/extensions/settings',
+        jsonPayload: next,
+      })
+        .then(({ json }) => {
+          setSettings(json.result);
+          addSuccessToast(t('Settings saved.'));
+        })
+        .catch(() => addDangerToast(t('Failed to save extension settings.')));
+    },
+    [settings, addDangerToast, addSuccessToast],
+  );
+
+  const toggleEnabled = useCallback(
+    (extensionId: string, enabled: boolean) => {
+      saveSettings({ enabled: { ...settings.enabled, [extensionId]: enabled } });
+    },
+    [settings, saveSettings],
+  );
+
+  const chatbotExtensions = useMemo(() => {
+    const chatbotIds = new Set(getRegisteredViewIds(CHATBOT_LOCATION));
+    return resourceCollection.filter(ext => chatbotIds.has(ext.id));
+  }, [resourceCollection]);
+
   const columns = useMemo(
     () => [
       {
@@ -58,15 +108,34 @@ const ExtensionsList: FunctionComponent<ExtensionsListProps> = ({
         size: 'lg',
         id: 'name',
         Cell: ({
-          row: {
-            original: { name },
-          },
+          row: { original: { name } },
         }: any) => name,
       },
+      {
+        Header: t('Enabled'),
+        accessor: 'enabled',
+        size: 'sm',
+        id: 'enabled',
+        Cell: ({
+          row: { original: { id, enabled } },
+        }: any) => (
+          <Switch
+            data-test="toggle-enabled"
+            checked={settings.enabled[id] ?? enabled}
+            onClick={(checked: boolean) => toggleEnabled(id, checked)}
+            size="small"
+          />
+        ),
+      },
     ],
-    [loading], // We need to monitor loading to avoid stale state in actions
+    [loading, settings, toggleEnabled],
   );
 
+  const chatbotOptions = chatbotExtensions.map(ext => ({
+    label: ext.name,
+    value: ext.id,
+  }));
+
   const menuData: SubMenuProps = {
     activeChild: 'Extensions',
     name: t('Extensions'),
@@ -76,6 +145,23 @@ const ExtensionsList: FunctionComponent<ExtensionsListProps> = ({
   return (
     <>
       <SubMenu {...menuData} />
+      {chatbotOptions.length > 1 && (
+        <div style={{ padding: '16px 24px' }}>
+          <label htmlFor="chatbot-select" style={{ marginRight: 8 }}>
+            {t('Default chatbot')}
+          </label>
+          <Select
+            allowClear
+            options={chatbotOptions}
+            value={settings.active_chatbot_id ?? undefined}
+            onChange={value =>
+              saveSettings({ active_chatbot_id: (value as string) ?? null })
+            }
+            placeholder={t('First registered (automatic)')}
+            css={css`width: 280px;`}
+          />
+        </div>
+      )}
       <ListView<Extension>
         columns={columns}
         count={resourceCount}

superset-frontend/src/extensions/ExtensionsLoader.ts

@@ -17,8 +17,11 @@
  * under the License.
  */
 import { SupersetClient } from '@superset-ui/core';
+import { t } from '@apache-superset/core/translation';
 import { logging } from '@apache-superset/core/utils';
 import type { common as core } from '@apache-superset/core';
+import { addDangerToast } from 'src/components/MessageToasts/actions';
+import { store } from 'src/views/store';
 
 type Extension = core.Extension;
 
@@ -36,6 +39,9 @@ class ExtensionsLoader {
 
   private initializationPromise: Promise<void> | null = null;
 
+  /** Disposables returned by contribution registrations, keyed by extension id. */
+  private extensionDisposables: Map<string, (() => void)[]> = new Map();
+
   // eslint-disable-next-line no-useless-constructor
   private constructor() {
     // Private constructor for singleton pattern
@@ -88,7 +94,8 @@ class ExtensionsLoader {
   public async initializeExtension(extension: Extension) {
     try {
       if (extension.remoteEntry) {
-        await this.loadModule(extension);
+        const disposables = await this.loadModule(extension);
+        this.extensionDisposables.set(extension.id, disposables);
       }
       this.extensionIndex.set(extension.id, extension);
     } catch (error) {
@@ -96,15 +103,31 @@ class ExtensionsLoader {
         `Failed to initialize extension ${extension.name}\n`,
         error,
       );
+      store.dispatch(
+        addDangerToast(t('Extension "%s" failed to load.', extension.name)),
+      );
     }
   }
 
+  /**
+   * Deactivates an extension by disposing all of its registered contributions
+   * and removing it from the index.
+   */
+  public deactivateExtension(id: string): void {
+    const disposables = this.extensionDisposables.get(id);
+    if (disposables) {
+      disposables.forEach(dispose => dispose());
+      this.extensionDisposables.delete(id);
+    }
+    this.extensionIndex.delete(id);
+  }
+
   /**
    * Loads a single extension module via webpack module federation.
    * The module's top-level side effects fire contribution registrations.
    * @param extension The extension to load.
    */
-  private async loadModule(extension: Extension): Promise<void> {
+  private async loadModule(extension: Extension): Promise<(() => void)[]> {
     const { remoteEntry, id } = extension;
 
     // Load the remote entry script
@@ -149,8 +172,33 @@ class ExtensionsLoader {
     await container.init(__webpack_share_scopes__.default);
 
     const factory = await container.get('./index');
-    // Execute the module factory - side effects fire registrations
-    factory();
+
+    // Intercept contribution registrations during module activation so we can
+    // collect the Disposables and drive cleanup on deactivation.
+    const collected: (() => void)[] = [];
+    const originalSuperset = window.superset;
+    window.superset = {
+      ...originalSuperset,
+      views: {
+        ...originalSuperset.views,
+        registerView: (
+          ...args: Parameters<typeof originalSuperset.views.registerView>
+        ) => {
+          const disposable = originalSuperset.views.registerView(...args);
+          collected.push(() => disposable.dispose());
+          return disposable;
+        },
+      },
+    };
+
+    try {
+      // Execute the module factory — side effects fire contribution registrations
+      factory();
+    } finally {
+      window.superset = originalSuperset;
+    }
+
+    return collected;
   }
 
   /**

superset-frontend/src/extensions/ExtensionsStartup.tsx

@@ -16,20 +16,27 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { useEffect, useState } from 'react';
+import { useEffect, useRef, useState } from 'react';
+import { useLocation } from 'react-router-dom';
 // eslint-disable-next-line no-restricted-syntax
 import * as supersetCore from '@apache-superset/core';
+import { logging } from '@apache-superset/core/utils';
 import { FeatureFlag, isFeatureEnabled } from '@superset-ui/core';
 import {
   authentication,
   core,
   commands,
+  dashboard,
+  dataset,
   editors,
+  explore,
   extensions,
   menus,
+  navigation,
   sqlLab,
   views,
 } from 'src/core';
+import { notifyPageChange } from 'src/core/navigation';
 import { useSelector } from 'react-redux';
 import { RootState } from 'src/views/store';
 import ExtensionsLoader from './ExtensionsLoader';
@@ -40,9 +47,13 @@ declare global {
       authentication: typeof authentication;
       core: typeof core;
       commands: typeof commands;
+      dashboard: typeof dashboard;
+      dataset: typeof dataset;
       editors: typeof editors;
+      explore: typeof explore;
       extensions: typeof extensions;
       menus: typeof menus;
+      navigation: typeof navigation;
       sqlLab: typeof sqlLab;
       views: typeof views;
     };
@@ -53,11 +64,40 @@ const ExtensionsStartup: React.FC<{ children?: React.ReactNode }> = ({
   children,
 }) => {
   const [initialized, setInitialized] = useState(false);
+  const location = useLocation();
+  const prevPathname = useRef<string | null>(null);
 
   const userId = useSelector<RootState, number | undefined>(
     ({ user }) => user.userId,
   );
 
+  // Notify the navigation namespace on every route change.
+  useEffect(() => {
+    if (prevPathname.current !== location.pathname) {
+      prevPathname.current = location.pathname;
+      notifyPageChange(location.pathname);
+    }
+  }, [location.pathname]);
+
+  // Isolate unhandled rejections from extension code for the lifetime of the
+  // app — registered once, never removed.
+  useEffect(() => {
+    const handleUnhandledRejection = (event: PromiseRejectionEvent) => {
+      logging.error(
+        '[extensions] Unhandled rejection from extension:',
+        event.reason,
+      );
+      event.preventDefault();
+    };
+    window.addEventListener('unhandledrejection', handleUnhandledRejection);
+    return () => {
+      window.removeEventListener(
+        'unhandledrejection',
+        handleUnhandledRejection,
+      );
+    };
+  }, []);
+
   useEffect(() => {
     if (initialized) return;
 
@@ -73,21 +113,25 @@ const ExtensionsStartup: React.FC<{ children?: React.ReactNode }> = ({
       authentication,
       core,
       commands,
+      dashboard,
+      dataset,
       editors,
+      explore,
       extensions,
       menus,
+      navigation,
       sqlLab,
       views,
     };
 
-    const setup = async () => {
-      if (isFeatureEnabled(FeatureFlag.EnableExtensions)) {
-        await ExtensionsLoader.getInstance().initializeExtensions();
-      }
-      setInitialized(true);
-    };
+    // Render the host immediately; extension bundles load in the background.
+    // ChatbotMount re-resolves reactively once the chatbot extension registers
+    // (via subscribeToLocation), so the bubble appears without blocking the UI.
+    setInitialized(true);
 
-    setup();
+    if (isFeatureEnabled(FeatureFlag.EnableExtensions)) {
+      ExtensionsLoader.getInstance().initializeExtensions();
+    }
   }, [initialized, userId]);
 
   if (!initialized) {

superset-frontend/src/views/App.tsx

@@ -39,6 +39,7 @@ import setupCodeOverrides from 'src/setup/setupCodeOverrides';
 import { logEvent } from 'src/logger/actions';
 import { store } from 'src/views/store';
 import ExtensionsStartup from 'src/extensions/ExtensionsStartup';
+import ChatbotMount from 'src/components/ChatbotMount';
 import { RootContextProviders } from './RootContextProviders';
 import { ScrollToTop } from './ScrollToTop';
 
@@ -112,6 +113,13 @@ const App = () => (
             </Route>
           ))}
         </Switch>
+        {/*
+          The singleton chatbot bubble. Rendered as a sibling of the route
+          Switch — inside ExtensionsStartup so chatbot extensions have been
+          loaded and registered, but outside the Switch so the bubble persists
+          across route changes (SIP §3.2).
+        */}
+        <ChatbotMount />
       </ExtensionsStartup>
       <ToastContainer />
     </RootContextProviders>

superset-frontend/src/views/contributions.ts

@@ -0,0 +1,31 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/**
+ * View locations for app-shell extension integration.
+ *
+ * These define locations that persist across all routes, mirroring the `app`
+ * scope of the `ViewContributions` manifest schema.
+ */
+export const AppViewLocations = {
+  app: {
+    chatbot: 'superset.chatbot',
+  },
+} as const;
+
+export const CHATBOT_LOCATION = AppViewLocations.app.chatbot;

superset/extensions/api.py

@@ -18,10 +18,15 @@ import mimetypes
 from io import BytesIO
 from typing import Any
 
-from flask import send_file
+from flask import request, send_file
 from flask.wrappers import Response
 from flask_appbuilder.api import BaseApi, expose, protect, safe
 
+from superset.extensions import security_manager
+from superset.extensions.settings import (
+    get_extension_settings,
+    update_extension_settings,
+)
 from superset.extensions.utils import (
     build_extension_data,
     get_extensions,
@@ -167,6 +172,53 @@ class ExtensionsRestApi(BaseApi):
         extension_data = build_extension_data(extension)
         return self.response(200, result=extension_data)
 
+    @protect()
+    @safe
+    @expose("/settings", methods=("GET",))
+    def get_settings(self, **kwargs: Any) -> Response:
+        """Get global extension admin settings.
+        ---
+        get:
+          summary: Get extension admin settings (active chatbot, enabled flags).
+          responses:
+            200:
+              description: Extension settings
+        """
+        return self.response(200, result=get_extension_settings())
+
+    @protect()
+    @safe
+    @expose("/settings", methods=("PUT",))
+    def put_settings(self, **kwargs: Any) -> Response:
+        """Update global extension admin settings.
+        ---
+        put:
+          summary: Update extension admin settings.
+          requestBody:
+            content:
+              application/json:
+                schema:
+                  type: object
+                  properties:
+                    active_chatbot_id:
+                      type: string
+                      nullable: true
+                    enabled:
+                      type: object
+                      additionalProperties:
+                        type: boolean
+          responses:
+            200:
+              description: Updated settings
+            403:
+              $ref: '#/components/responses/403'
+        """
+        if not security_manager.is_admin():
+            return self.response(403, message="Admin access required.")
+        body = request.get_json(silent=True) or {}
+        result = update_extension_settings(body)
+        return self.response(200, result=result)
+
     @protect()
     @safe
     @expose("/<publisher>/<name>/<file>", methods=("GET",))

superset/extensions/settings.py

@@ -0,0 +1,108 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+"""Admin settings persistence for extensions (active chatbot, enable/disable)."""
+
+from typing import Any
+
+from sqlalchemy.dialects.postgresql import insert as pg_insert
+from sqlalchemy.dialects.sqlite import insert as sqlite_insert
+
+from superset import db
+from superset.models.core import ExtensionEnabled, ExtensionSettings
+from superset.utils.decorators import transaction
+
+_SETTINGS_ROW_ID = 1
+
+
+def get_extension_settings() -> dict[str, Any]:
+    row = db.session.get(ExtensionSettings, _SETTINGS_ROW_ID)
+    enabled_rows = db.session.query(ExtensionEnabled).all()
+    return {
+        "active_chatbot_id": row.active_chatbot_id if row else None,
+        "enabled": {r.extension_id: r.enabled for r in enabled_rows},
+    }
+
+
+def _upsert_settings_row(
+    active_chatbot_id: str | None,
+) -> None:
+    """Upsert the singleton settings row without a read-then-insert race."""
+    bind = db.session.get_bind()
+    dialect = bind.dialect.name
+    if dialect == "postgresql":
+        stmt = (
+            pg_insert(ExtensionSettings)
+            .values(id=_SETTINGS_ROW_ID, active_chatbot_id=active_chatbot_id)
+            .on_conflict_do_update(
+                index_elements=["id"],
+                set_={"active_chatbot_id": active_chatbot_id},
+            )
+        )
+        db.session.execute(stmt)
+    else:
+        stmt = (
+            sqlite_insert(ExtensionSettings)
+            .values(id=_SETTINGS_ROW_ID, active_chatbot_id=active_chatbot_id)
+            .on_conflict_do_update(
+                index_elements=["id"],
+                set_={"active_chatbot_id": active_chatbot_id},
+            )
+        )
+        db.session.execute(stmt)
+
+
+def _upsert_enabled_flag(extension_id: str, enabled: bool) -> None:
+    """Upsert a per-extension enabled flag without a read-then-insert race."""
+    bind = db.session.get_bind()
+    dialect = bind.dialect.name
+    if dialect == "postgresql":
+        stmt = (
+            pg_insert(ExtensionEnabled)
+            .values(extension_id=extension_id, enabled=enabled)
+            .on_conflict_do_update(
+                index_elements=["extension_id"],
+                set_={"enabled": enabled},
+            )
+        )
+        db.session.execute(stmt)
+    else:
+        stmt = (
+            sqlite_insert(ExtensionEnabled)
+            .values(extension_id=extension_id, enabled=enabled)
+            .on_conflict_do_update(
+                index_elements=["extension_id"],
+                set_={"enabled": enabled},
+            )
+        )
+        db.session.execute(stmt)
+
+
+@transaction()
+def update_extension_settings(body: dict[str, Any]) -> dict[str, Any]:
+    if "active_chatbot_id" in body:
+        value = body["active_chatbot_id"]
+        active_chatbot_id = str(value) if isinstance(value, str) and value else None
+        _upsert_settings_row(active_chatbot_id)
+
+    if "enabled" in body and isinstance(body["enabled"], dict):
+        for extension_id, enabled in body["enabled"].items():
+            if not isinstance(enabled, bool):
+                continue
+            _upsert_enabled_flag(extension_id, enabled)
+
+    return get_extension_settings()

superset/migrations/versions/2026-05-25_00-00_b2c3d4e5f6a7_add_extension_settings.py

@@ -0,0 +1,47 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+"""Add extension_settings table for chatbot admin selection and enable/disable.
+
+Revision ID: b2c3d4e5f6a7
+Revises: a1b2c3d4e5f6
+Create Date: 2026-05-25 00:00:00.000000
+
+"""
+
+import sqlalchemy as sa
+from alembic import op
+
+revision = "b2c3d4e5f6a7"
+down_revision = "a1b2c3d4e5f6"
+
+
+def upgrade() -> None:
+    op.create_table(
+        "extension_settings",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column("active_chatbot_id", sa.String(250), nullable=True),
+    )
+    op.create_table(
+        "extension_enabled",
+        sa.Column("extension_id", sa.String(250), primary_key=True),
+        sa.Column("enabled", sa.Boolean(), nullable=False, server_default="1"),
+    )
+
+
+def downgrade() -> None:
+    op.drop_table("extension_enabled")
+    op.drop_table("extension_settings")

superset/models/core.py

@@ -108,6 +108,22 @@ class KeyValue(Model):  # pylint: disable=too-few-public-methods
     value = Column(utils.MediumText(), nullable=False)
 
 
+class ExtensionSettings(Model):  # pylint: disable=too-few-public-methods
+    """Global admin settings for extensions (singleton row, id=1)."""
+
+    __tablename__ = "extension_settings"
+    id = Column(Integer, primary_key=True)
+    active_chatbot_id = Column(String(250), nullable=True)
+
+
+class ExtensionEnabled(Model):  # pylint: disable=too-few-public-methods
+    """Per-extension enable/disable flag."""
+
+    __tablename__ = "extension_enabled"
+    extension_id = Column(String(250), primary_key=True)
+    enabled = Column(Boolean, nullable=False, default=True)
+
+
 class CssTemplate(AuditMixinNullable, UUIDMixin, Model):
     """CSS templates for dashboards"""