diff --git a/packages/compass-aggregations/src/components/pipeline-toolbar/index.spec.tsx b/packages/compass-aggregations/src/components/pipeline-toolbar/index.spec.tsx
index f58c7bca8f6..fda5bdb7b40 100644
--- a/packages/compass-aggregations/src/components/pipeline-toolbar/index.spec.tsx
+++ b/packages/compass-aggregations/src/components/pipeline-toolbar/index.spec.tsx
@@ -6,9 +6,14 @@ import {
   userEvent,
 } from '@mongodb-js/testing-library-compass';
 import { expect } from 'chai';
+import sinon from 'sinon';
 import { renderWithStore } from '../../../test/configure-store';
 import { PipelineToolbar } from './index';
 import { createElectronPipelineStorage } from '@mongodb-js/my-queries-storage/electron';
+import { CompassExperimentationProvider } from '@mongodb-js/compass-telemetry';
+import { ExperimentTestGroup } from '@mongodb-js/compass-telemetry/provider';
+import type { PreferencesAccess } from 'compass-preferences-model';
+import { createSandboxFromDefaultPreferences } from 'compass-preferences-model';
 
 describe('PipelineToolbar', function () {
   describe('renders with setting row - visible', function () {
@@ -141,4 +146,150 @@ describe('PipelineToolbar', function () {
       expect(() => within(toolbar).getByTestId('pipeline-settings')).to.throw;
     });
   });
+
+  // @experiment Skills in Atlas  | Jira Epic: CLOUDP-346311
+  describe('Atlas Skills Banner', function () {
+    let preferences: PreferencesAccess;
+
+    beforeEach(async function () {
+      preferences = await createSandboxFromDefaultPreferences();
+    });
+
+    // Helper function to render PipelineToolbar with mocked experimentation provider
+    async function renderPipelineToolbarWithExperimentation(experimentationOptions?: {
+      isInExperiment?: boolean;
+      isInVariant?: boolean;
+    }) {
+      const mockUseAssignment = sinon.stub();
+      const mockUseTrackInSample = sinon.stub();
+      const mockAssignExperiment = sinon.stub();
+      const mockGetAssignment = sinon.stub();
+
+      const commonAsyncStatus = {
+        asyncStatus: null,
+        error: null,
+        isLoading: false,
+        isError: false,
+        isSuccess: true,
+      };
+
+      // Configure the mock based on experiment options
+      if (experimentationOptions?.isInExperiment) {
+        if (experimentationOptions?.isInVariant) {
+          mockUseAssignment.returns({
+            assignment: {
+              assignmentData: {
+                variant: ExperimentTestGroup.atlasSkillsVariant,
+              },
+            },
+            ...commonAsyncStatus,
+          });
+        } else {
+          mockUseAssignment.returns({
+            assignment: {
+              assignmentData: {
+                variant: ExperimentTestGroup.atlasSkillsControl,
+              },
+            },
+            ...commonAsyncStatus,
+          });
+        }
+      } else {
+        mockUseAssignment.returns({
+          assignment: null,
+          ...commonAsyncStatus,
+        });
+      }
+
+      mockUseTrackInSample.returns(commonAsyncStatus);
+      mockAssignExperiment.returns(Promise.resolve(null));
+      mockGetAssignment.returns(Promise.resolve(null));
+
+      return await renderWithStore(
+        <CompassExperimentationProvider
+          useAssignment={mockUseAssignment}
+          useTrackInSample={mockUseTrackInSample}
+          assignExperiment={mockAssignExperiment}
+          getAssignment={mockGetAssignment}
+        >
+          <PipelineToolbar
+            isBuilderView
+            showRunButton
+            showExportButton
+            showExplainButton
+          />
+        </CompassExperimentationProvider>,
+        { pipeline: [] }, // Initial state
+        undefined, // Connection info
+        {
+          preferences,
+        }
+      );
+    }
+
+    it('should show skills banner when user is in experiment and in variant', async function () {
+      await renderPipelineToolbarWithExperimentation({
+        isInExperiment: true,
+        isInVariant: true,
+      });
+
+      expect(
+        screen.getByText(
+          'Learn how to build aggregation pipelines to process, transform, and analyze data efficiently.'
+        )
+      ).to.be.visible;
+      expect(screen.getByRole('link', { name: /go to skills/i })).to.be.visible;
+      expect(screen.getByLabelText('Award Icon')).to.be.visible;
+    });
+
+    it('should not show skills banner when user is in experiment but not in variant', async function () {
+      await renderPipelineToolbarWithExperimentation({
+        isInExperiment: true,
+        isInVariant: false,
+      });
+
+      expect(
+        screen.queryByText(
+          'Learn how to build aggregation pipelines to process, transform, and analyze data efficiently.'
+        )
+      ).to.not.exist;
+      expect(screen.queryByRole('link', { name: /go to skills/i })).to.not
+        .exist;
+    });
+
+    it('should not show skills banner by default when user is not in experiment', async function () {
+      await renderPipelineToolbarWithExperimentation({
+        isInExperiment: false,
+        isInVariant: false,
+      });
+
+      expect(
+        screen.queryByText(
+          'Learn how to build aggregation pipelines to process, transform, and analyze data efficiently.'
+        )
+      ).to.not.exist;
+      expect(screen.queryByRole('link', { name: /go to skills/i })).to.not
+        .exist;
+    });
+
+    it('should dismiss banner when close button is clicked', async function () {
+      await renderPipelineToolbarWithExperimentation({
+        isInExperiment: true,
+        isInVariant: true,
+      });
+
+      const closeButton = screen.getByRole('button', {
+        name: 'Dismiss Skills Banner',
+      });
+
+      expect(closeButton).to.be.visible;
+      userEvent.click(closeButton);
+
+      expect(
+        screen.queryByText(
+          'Learn how to build aggregation pipelines to process, transform, and analyze data efficiently.'
+        )
+      ).to.not.exist;
+    });
+  });
 });
diff --git a/packages/compass-aggregations/src/components/pipeline-toolbar/index.tsx b/packages/compass-aggregations/src/components/pipeline-toolbar/index.tsx
index 4ec3c280110..edd26f02345 100644
--- a/packages/compass-aggregations/src/components/pipeline-toolbar/index.tsx
+++ b/packages/compass-aggregations/src/components/pipeline-toolbar/index.tsx
@@ -5,9 +5,17 @@ import {
   spacing,
   palette,
   useDarkMode,
+  usePersistedState,
+  AtlasSkillsBanner,
 } from '@mongodb-js/compass-components';
+
 import { connect } from 'react-redux';
 import { useIsAIFeatureEnabled } from 'compass-preferences-model/provider';
+import {
+  useTelemetry,
+  SkillsBannerContextEnum,
+  useAtlasSkillsBanner,
+} from '@mongodb-js/compass-telemetry/provider';
 
 import PipelineHeader from './pipeline-header';
 import PipelineOptions from './pipeline-options';
@@ -58,7 +66,18 @@ export const PipelineToolbar: React.FunctionComponent<PipelineToolbarProps> = ({
 }) => {
   const darkMode = useDarkMode();
   const isAIFeatureEnabled = useIsAIFeatureEnabled();
+  const track = useTelemetry();
   const [isOptionsVisible, setIsOptionsVisible] = useState(false);
+  // @experiment Skills in Atlas  | Jira Epic: CLOUDP-346311
+  const [dismissed, setDismissed] = usePersistedState(
+    'mongodb_compass_dismissedAtlasAggSkillBanner',
+    false
+  );
+
+  const { shouldShowAtlasSkillsBanner } = useAtlasSkillsBanner(
+    SkillsBannerContextEnum.Aggregation
+  );
+
   return (
     <PipelineToolbarContainer>
       <div
@@ -81,6 +100,24 @@ export const PipelineToolbar: React.FunctionComponent<PipelineToolbarProps> = ({
           </div>
         )}
       </div>
+
+      <AtlasSkillsBanner
+        ctaText="Learn how to build aggregation pipelines to process, transform, and analyze data efficiently."
+        skillsUrl="https://learn.mongodb.com/courses/fundamentals-of-data-transformation?team=growth"
+        onCloseSkillsBanner={() => {
+          setDismissed(true);
+          track('Atlas Skills CTA Dismissed', {
+            context: 'Aggregation Tab',
+          });
+        }}
+        showBanner={shouldShowAtlasSkillsBanner && !dismissed}
+        onCtaClick={() => {
+          track('Atlas Skills CTA Clicked', {
+            context: 'Aggregation Tab',
+          });
+        }}
+      />
+
       {isBuilderView ? (
         <div className={settingsRowStyles}>
           <PipelineSettings />