diff --git a/packages/compass-collection/src/components/collection-header-actions/collection-header-actions.spec.tsx b/packages/compass-collection/src/components/collection-header-actions/collection-header-actions.spec.tsx
index 1c55645717c..7040b30c8ec 100644
--- a/packages/compass-collection/src/components/collection-header-actions/collection-header-actions.spec.tsx
+++ b/packages/compass-collection/src/components/collection-header-actions/collection-header-actions.spec.tsx
@@ -42,6 +42,7 @@ describe('CollectionHeaderActions [Component]', function () {
     return renderWithActiveConnection(
       <CompassExperimentationProvider
         useAssignment={mockUseAssignment}
+        useTrackInSample={sinon.stub()}
         assignExperiment={sinon.stub()}
         getAssignment={sinon.stub().resolves(null)}
       >
diff --git a/packages/compass-collection/src/components/collection-header/collection-header.spec.tsx b/packages/compass-collection/src/components/collection-header/collection-header.spec.tsx
index 42ff1aa3e87..764c3210937 100644
--- a/packages/compass-collection/src/components/collection-header/collection-header.spec.tsx
+++ b/packages/compass-collection/src/components/collection-header/collection-header.spec.tsx
@@ -394,6 +394,7 @@ describe('CollectionHeader [Component]', function () {
       return renderWithActiveConnection(
         <CompassExperimentationProvider
           useAssignment={mockUseAssignment}
+          useTrackInSample={Sinon.stub()}
           assignExperiment={Sinon.stub()}
           getAssignment={Sinon.stub().resolves(null)}
         >
diff --git a/packages/compass-components/src/components/atlas-skills-banner.spec.tsx b/packages/compass-components/src/components/atlas-skills-banner.spec.tsx
new file mode 100644
index 00000000000..f1b8a22e85b
--- /dev/null
+++ b/packages/compass-components/src/components/atlas-skills-banner.spec.tsx
@@ -0,0 +1,91 @@
+import React from 'react';
+import { render, screen, userEvent } from '@mongodb-js/testing-library-compass';
+import { expect } from 'chai';
+import sinon from 'sinon';
+
+import { AtlasSkillsBanner } from './atlas-skills-banner';
+
+describe('AtlasSkillsBanner Component', function () {
+  const defaultProps = {
+    ctaText:
+      'New to MongoDB? Document modeling skills will accelerate your progress.',
+    skillsUrl: 'https://www.mongodb.com/skills',
+    onCloseSkillsBanner: sinon.spy(),
+    showBanner: true,
+  };
+
+  it('should render the banner with correct text', function () {
+    render(<AtlasSkillsBanner {...defaultProps} />);
+
+    expect(
+      screen.getByText(
+        'New to MongoDB? Document modeling skills will accelerate your progress.'
+      )
+    ).to.be.visible;
+  });
+
+  it('should render the badge with award icon', function () {
+    render(<AtlasSkillsBanner {...defaultProps} />);
+
+    // Check for the award icon
+    const awardIcon = screen.getByLabelText('Award Icon');
+    expect(awardIcon).to.be.visible;
+  });
+
+  it('should render the "Go to Skills" button with correct href', function () {
+    render(<AtlasSkillsBanner {...defaultProps} />);
+
+    const goToSkillsButton = screen.getByRole('link', {
+      name: /go to skills/i,
+    });
+    expect(goToSkillsButton).to.be.visible;
+    expect(goToSkillsButton.getAttribute('href')).to.equal(
+      'https://www.mongodb.com/skills'
+    );
+    expect(goToSkillsButton.getAttribute('target')).to.equal('_blank');
+  });
+
+  it('should call onCtaClick when "Go to Skills" button is clicked', function () {
+    const onCtaClick = sinon.spy();
+    render(<AtlasSkillsBanner {...defaultProps} onCtaClick={onCtaClick} />);
+
+    const goToSkillsButton = screen.getByRole('link', {
+      name: /go to skills/i,
+    });
+
+    userEvent.click(goToSkillsButton);
+    expect(onCtaClick).to.have.been.calledOnce;
+  });
+
+  it('should render the close button and call onCloseSkillsBanner when clicked', function () {
+    const onCloseSkillsBanner = sinon.spy();
+    render(
+      <AtlasSkillsBanner
+        {...defaultProps}
+        onCloseSkillsBanner={onCloseSkillsBanner}
+      />
+    );
+
+    const closeButton = screen.getByRole('button', {
+      name: 'Dismiss Skills Banner',
+    });
+    expect(closeButton).to.be.visible;
+    expect(closeButton.getAttribute('title')).to.equal('Dismiss Skills Banner');
+
+    userEvent.click(closeButton);
+    expect(onCloseSkillsBanner).to.have.been.calledOnce;
+  });
+
+  it('should not render when showBanner is false', function () {
+    render(<AtlasSkillsBanner {...defaultProps} showBanner={false} />);
+
+    // Banner should not be visible
+    expect(
+      screen.queryByText(
+        'New to MongoDB? Document modeling skills will accelerate your progress.'
+      )
+    ).to.not.exist;
+    expect(screen.queryByLabelText('Award Icon')).to.not.exist;
+    expect(screen.queryByRole('link', { name: /go to skills/i })).to.not.exist;
+  });
+});
diff --git a/packages/compass-components/src/components/atlas-skills-banner.tsx b/packages/compass-components/src/components/atlas-skills-banner.tsx
new file mode 100644
index 00000000000..c8ce1f7abde
--- /dev/null
+++ b/packages/compass-components/src/components/atlas-skills-banner.tsx
@@ -0,0 +1,76 @@
+import React from 'react';
+import { css } from '@leafygreen-ui/emotion';
+import IconButton from '@leafygreen-ui/icon-button';
+import Badge, { Variant as BadgeVariant } from '@leafygreen-ui/badge';
+import Icon from '@leafygreen-ui/icon';
+import { spacing } from '@leafygreen-ui/tokens';
+import Button from '@leafygreen-ui/button';
+import { palette } from '@leafygreen-ui/palette';
+
+const skillsCTAContent = css({
+  border: `1px ${palette.gray.light1} solid`,
+  borderRadius: spacing[300],
+  padding: spacing[300],
+  paddingLeft: spacing[400],
+  display: 'flex',
+  width: '100%',
+  alignItems: 'center',
+});
+
+const skillsCTAText = css({
+  display: 'flex',
+  alignSelf: 'center',
+  paddingLeft: spacing[200],
+});
+
+const badgeStyles = css({
+  padding: '0 10px',
+  minHeight: spacing[600],
+});
+
+const learnMoreBtnStyles = css({
+  marginLeft: spacing[200],
+});
+
+const closeButtonStyles = css({
+  marginLeft: 'auto',
+});
+
+// @experiment Skills in Atlas  | Jira Epic: CLOUDP-346311
+export const AtlasSkillsBanner: React.FunctionComponent<{
+  ctaText: string;
+  onCloseSkillsBanner: () => void;
+  onCtaClick?: () => void;
+  skillsUrl: string;
+  showBanner: boolean;
+}> = ({ ctaText, skillsUrl, onCloseSkillsBanner, onCtaClick, showBanner }) => {
+  return showBanner ? (
+    <div className={skillsCTAContent}>
+      <Badge variant={BadgeVariant.Green} className={badgeStyles}>
+        <Icon glyph="Award" />
+      </Badge>
+      <div className={skillsCTAText}>{ctaText}</div>
+
+      <Button
+        value="Go to Skills"
+        size="xsmall"
+        href={skillsUrl}
+        target="_blank"
+        onClick={onCtaClick}
+        leftGlyph={<Icon glyph="OpenNewTab"></Icon>}
+        title="Go to Skills"
+        className={learnMoreBtnStyles}
+      >
+        Go to Skills
+      </Button>
+      <IconButton
+        className={closeButtonStyles}
+        title="Dismiss Skills Banner"
+        aria-label="Dismiss Skills Banner"
+        onClick={onCloseSkillsBanner}
+      >
+        <Icon glyph="X" />
+      </IconButton>
+    </div>
+  ) : null;
+};
diff --git a/packages/compass-components/src/index.ts b/packages/compass-components/src/index.ts
index 855acf5ba6b..420e9aec119 100644
--- a/packages/compass-components/src/index.ts
+++ b/packages/compass-components/src/index.ts
@@ -246,3 +246,5 @@ export type {
   NodeField,
   NodeGlyph,
 } from '@mongodb-js/diagramming';
+// @experiment Skills in Atlas  | Jira Epic: CLOUDP-346311
+export { AtlasSkillsBanner } from './components/atlas-skills-banner';
diff --git a/packages/compass-telemetry/src/atlas-skills.ts b/packages/compass-telemetry/src/atlas-skills.ts
new file mode 100644
index 00000000000..6f6dbc1ebb8
--- /dev/null
+++ b/packages/compass-telemetry/src/atlas-skills.ts
@@ -0,0 +1,30 @@
+import { ExperimentTestGroup, ExperimentTestName } from './growth-experiments';
+import { useAssignment, useTrackInSample } from './experimentation-provider';
+
+export enum SkillsBannerContextEnum {
+  Documents = 'documents',
+  Aggregation = 'aggregation',
+  Indexes = 'indexes',
+  Schema = 'schema',
+}
+
+// @experiment Skills in Atlas  | Jira Epic: CLOUDP-346311
+export const useAtlasSkillsBanner = (context: SkillsBannerContextEnum) => {
+  const atlasSkillsAssignment = useAssignment(
+    ExperimentTestName.atlasSkills,
+    false
+  );
+
+  const isInSkillsVariant =
+    atlasSkillsAssignment?.assignment?.assignmentData?.variant ===
+    ExperimentTestGroup.atlasSkillsVariant;
+
+  // Track users who are assigned to the skills experiment (variant or control)
+  useTrackInSample(ExperimentTestName.atlasSkills, !!atlasSkillsAssignment, {
+    screen: context,
+  });
+
+  return {
+    shouldShowAtlasSkillsBanner: isInSkillsVariant,
+  };
+};
diff --git a/packages/compass-telemetry/src/experimentation-provider.tsx b/packages/compass-telemetry/src/experimentation-provider.tsx
index 6bdbda73647..ae74459d727 100644
--- a/packages/compass-telemetry/src/experimentation-provider.tsx
+++ b/packages/compass-telemetry/src/experimentation-provider.tsx
@@ -20,10 +20,18 @@ type GetAssignmentFn = (
   options?: types.GetAssignmentOptions<types.TypeData>
 ) => Promise<types.SDKAssignment<ExperimentTestName, string> | null>;
 
+type UseTrackInSampleHook = (
+  experimentName: ExperimentTestName,
+  shouldFireEvent?: boolean,
+  customProperties?: types.TypeData['experimentViewedProps'],
+  team?: types.TypeData['loggerTeam']
+) => typesReact.BasicHookResponse;
+
 interface CompassExperimentationProviderContextValue {
   useAssignment: UseAssignmentHook;
   assignExperiment: AssignExperimentFn;
   getAssignment: GetAssignmentFn;
+  useTrackInSample: UseTrackInSampleHook;
 }
 
 const initialContext: CompassExperimentationProviderContextValue = {
@@ -43,6 +51,15 @@ const initialContext: CompassExperimentationProviderContextValue = {
   getAssignment() {
     return Promise.resolve(null);
   },
+  useTrackInSample() {
+    return {
+      asyncStatus: null,
+      error: null,
+      isLoading: false,
+      isError: false,
+      isSuccess: true,
+    };
+  },
 };
 
 export const ExperimentationContext =
@@ -54,17 +71,26 @@ export const CompassExperimentationProvider: React.FC<{
   useAssignment: UseAssignmentHook;
   assignExperiment: AssignExperimentFn;
   getAssignment: GetAssignmentFn;
-}> = ({ children, useAssignment, assignExperiment, getAssignment }) => {
+  useTrackInSample: UseTrackInSampleHook;
+}> = ({
+  children,
+  useAssignment,
+  assignExperiment,
+  getAssignment,
+  useTrackInSample,
+}) => {
   // Use useRef to keep the functions up-to-date; Use mutation pattern to maintain the
   // same object reference to prevent unnecessary re-renders of consuming components
   const { current: contextValue } = useRef({
     useAssignment,
     assignExperiment,
     getAssignment,
+    useTrackInSample,
   });
   contextValue.useAssignment = useAssignment;
   contextValue.assignExperiment = assignExperiment;
   contextValue.getAssignment = getAssignment;
+  contextValue.useTrackInSample = useTrackInSample;
 
   return (
     <ExperimentationContext.Provider value={contextValue}>
@@ -77,3 +103,8 @@ export const CompassExperimentationProvider: React.FC<{
 export const useAssignment = (...args: Parameters<UseAssignmentHook>) => {
   return useContext(ExperimentationContext).useAssignment(...args);
 };
+
+// Hook for components to access experiment assignment
+export const useTrackInSample = (...args: Parameters<UseTrackInSampleHook>) => {
+  return useContext(ExperimentationContext).useTrackInSample(...args);
+};
diff --git a/packages/compass-telemetry/src/growth-experiments.ts b/packages/compass-telemetry/src/growth-experiments.ts
index 6b242a921fd..f7b079e5531 100644
--- a/packages/compass-telemetry/src/growth-experiments.ts
+++ b/packages/compass-telemetry/src/growth-experiments.ts
@@ -1,9 +1,12 @@
 export enum ExperimentTestName {
   earlyJourneyIndexesGuidance = 'EARLY_JOURNEY_INDEXES_GUIDANCE_20250328',
   mockDataGenerator = 'MOCK_DATA_GENERATOR_20251001',
+  atlasSkills = 'ATLAS_SKILLS_EXPERIMENT_20251007',
 }
 
 export enum ExperimentTestGroup {
   mockDataGeneratorVariant = 'mockDataGeneratorVariant',
   mockDataGeneratorControl = 'mockDataGeneratorControl',
+  atlasSkillsVariant = 'atlasSkillsVariant',
+  atlasSkillsControl = 'atlasSkillsControl',
 }
diff --git a/packages/compass-telemetry/src/index.ts b/packages/compass-telemetry/src/index.ts
index 3fdacb2c506..299103f2563 100644
--- a/packages/compass-telemetry/src/index.ts
+++ b/packages/compass-telemetry/src/index.ts
@@ -8,3 +8,6 @@ export type {
 
 export { CompassExperimentationProvider } from './experimentation-provider';
 export { ExperimentTestName, ExperimentTestGroup } from './growth-experiments';
+
+// @experiment Skills in Atlas  | Jira Epic: CLOUDP-346311
+export { SkillsBannerContextEnum, useAtlasSkillsBanner } from './atlas-skills';
diff --git a/packages/compass-telemetry/src/provider.tsx b/packages/compass-telemetry/src/provider.tsx
index 4446dbbfb03..d481433e40b 100644
--- a/packages/compass-telemetry/src/provider.tsx
+++ b/packages/compass-telemetry/src/provider.tsx
@@ -162,4 +162,7 @@ export const useFireExperimentViewed = ({
 
 export type { TrackFunction };
 export { ExperimentTestName, ExperimentTestGroup } from './growth-experiments';
-export { useAssignment } from './experimentation-provider';
+export { useAssignment, useTrackInSample } from './experimentation-provider';
+
+// @experiment Skills in Atlas  | Jira Epic: CLOUDP-346311
+export { SkillsBannerContextEnum, useAtlasSkillsBanner } from './atlas-skills';