diff --git a/src/screens/ProfileList/components/MoreOptionsMenu.tsx b/src/screens/ProfileList/components/MoreOptionsMenu.tsx
index 02d9cc7212..82f6860ec3 100644
--- a/src/screens/ProfileList/components/MoreOptionsMenu.tsx
+++ b/src/screens/ProfileList/components/MoreOptionsMenu.tsx
@@ -12,6 +12,7 @@ import {
   useListBlockMutation,
   useListDeleteMutation,
   useListMuteMutation,
+  useReferenceListOptOutMutation,
 } from '#/state/queries/list'
 import {useRemoveFeedMutation} from '#/state/queries/preferences'
 import {useSession} from '#/state/session'
@@ -51,6 +52,7 @@ export function MoreOptionsMenu({
   const editListDialogControl = useDialogControl()
   const deleteListPromptControl = useDialogControl()
   const reportDialogControl = useReportDialogControl()
+  const optOutDialogControl = useDialogControl()
   const navigation = useNavigation<NavigationProp>()
 
   const {mutateAsync: removeSavedFeed} = useRemoveFeedMutation()
@@ -60,10 +62,36 @@ export function MoreOptionsMenu({
 
   const isCurateList = list.purpose === app.bsky.graph.defs.curatelist.value
   const isModList = list.purpose === app.bsky.graph.defs.modlist.value
+  const isReferenceList =
+    list.purpose === app.bsky.graph.defs.referencelist.value
   const isBlocking = !!list.viewer?.blocked
   const isMuting = !!list.viewer?.muted
   const isPinned = Boolean(savedFeedConfig?.pinned)
   const isOwner = currentAccount?.did === list.creator.did
+  const referenceListOptOut = list.viewer?.referenceListOptOut
+  const {mutate: setReferenceListOptOut, isPending: isOptOutPending} =
+    useReferenceListOptOutMutation({
+      list,
+      onSuccess: action => {
+        ax.metric('starterPack:optOut', {
+          starterPack: list.uri,
+          action,
+        })
+        Toast.show(
+          action === 'optOut'
+            ? _(msg`Opted out of starter pack`)
+            : _(msg`Opt-out undone`),
+        )
+      },
+      onError: error => {
+        logger.error('Failed to update starter pack opt-out', {
+          safeMessage: error,
+        })
+        Toast.show(_(msg`Failed to update starter pack opt-out`), {
+          type: 'error',
+        })
+      },
+    })
 
   const onPressShare = () => {
     const {rkey} = new AtUri(list.uri)
@@ -215,6 +243,24 @@ export function MoreOptionsMenu({
                 </Menu.ItemText>
                 <Menu.ItemIcon position="right" icon={WarningIcon} />
               </Menu.Item>
+              {isReferenceList ? (
+                <Menu.Item
+                  label={
+                    referenceListOptOut
+                      ? _(msg`Undo opt-out from starter pack`)
+                      : _(msg`Opt out of starter pack`)
+                  }
+                  disabled={isOptOutPending}
+                  onPress={optOutDialogControl.open}>
+                  <Menu.ItemText>
+                    {referenceListOptOut ? (
+                      <Trans>Undo opt-out</Trans>
+                    ) : (
+                      <Trans>Opt out of starter pack</Trans>
+                    )}
+                  </Menu.ItemText>
+                </Menu.Item>
+              ) : null}
             </Menu.Group>
           )}
 
@@ -277,6 +323,46 @@ export function MoreOptionsMenu({
         confirmButtonColor="negative"
       />
 
+      {isReferenceList ? (
+        <Prompt.Outer control={optOutDialogControl}>
+          <Prompt.TitleText>
+            {referenceListOptOut ? (
+              <Trans>Undo opt-out?</Trans>
+            ) : (
+              <Trans>Opt out of this starter pack?</Trans>
+            )}
+          </Prompt.TitleText>
+          <Prompt.DescriptionText>
+            {referenceListOptOut ? (
+              <Trans>
+                You will be eligible to appear in this starter pack again.
+              </Trans>
+            ) : (
+              <Trans>
+                You will no longer appear in this starter pack. The creator will
+                be able to see that you've opted out and remove you if they
+                wish.
+              </Trans>
+            )}
+          </Prompt.DescriptionText>
+          <Prompt.Actions>
+            <Prompt.Action
+              cta={
+                referenceListOptOut
+                  ? _(msg`Undo opt-out`)
+                  : _(msg`Opt out of starter pack`)
+              }
+              color={referenceListOptOut ? 'primary' : 'negative'}
+              disabled={isOptOutPending}
+              onPress={() => {
+                setReferenceListOptOut({referenceListOptOut})
+              }}
+            />
+            <Prompt.Cancel />
+          </Prompt.Actions>
+        </Prompt.Outer>
+      ) : null}
+
       <ReportDialog
         control={reportDialogControl}
         subject={{
diff --git a/src/state/queries/__tests__/list-opt-out.test.tsx b/src/state/queries/__tests__/list-opt-out.test.tsx
new file mode 100644
index 0000000000..a2aaca22b4
--- /dev/null
+++ b/src/state/queries/__tests__/list-opt-out.test.tsx
@@ -0,0 +1,93 @@
+import {type PropsWithChildren} from 'react'
+import {QueryClient, QueryClientProvider} from '@tanstack/react-query'
+import {act, renderHook} from '@testing-library/react-native'
+
+import {until} from '#/lib/async/until'
+import {useAppviewClient, usePdsClient} from '#/state/session'
+import {type app} from '#/lexicons'
+import {RQKEY, useReferenceListOptOutMutation} from '../list'
+
+jest.mock('#/lib/async/until', () => ({until: jest.fn()}))
+jest.mock('#/lib/api', () => ({uploadBlob: jest.fn()}))
+jest.mock('../feed', () => ({FEED_INFO_RQKEY_ROOT: 'feed-info'}))
+jest.mock('../my-lists', () => ({invalidate: jest.fn()}))
+jest.mock('../profile-lists', () => ({RQKEY: jest.fn()}))
+jest.mock('#/state/session', () => ({
+  useAppviewClient: jest.fn(),
+  usePdsClient: jest.fn(),
+  useSession: jest.fn(),
+}))
+
+const list = {
+  uri: 'at://did:plc:creator/app.bsky.graph.list/list',
+  viewer: {},
+} as unknown as app.bsky.graph.defs.ListView
+const createdOptOut =
+  'at://did:plc:viewer/app.bsky.graph.referencelistoptout/created'
+
+function setup() {
+  const queryClient = new QueryClient({
+    defaultOptions: {
+      queries: {gcTime: Infinity, retry: false},
+      mutations: {gcTime: Infinity, retry: false},
+    },
+  })
+  const pdsClient = {
+    assertDid: 'did:plc:viewer',
+    create: jest.fn(),
+    delete: jest.fn(),
+  }
+  jest.mocked(usePdsClient).mockReturnValue(pdsClient as never)
+  jest.mocked(useAppviewClient).mockReturnValue({call: jest.fn()} as never)
+  queryClient.setQueryData(RQKEY(list.uri), list)
+  const wrapper = ({children}: PropsWithChildren) => (
+    <QueryClientProvider client={queryClient}>{children}</QueryClientProvider>
+  )
+  const hook = renderHook(
+    () =>
+      useReferenceListOptOutMutation({
+        list,
+        onError: jest.fn(),
+      }),
+    {wrapper},
+  )
+  return {hook, pdsClient, queryClient}
+}
+
+beforeEach(() => jest.clearAllMocks())
+
+describe('useReferenceListOptOutMutation', () => {
+  it('creates an opt-out for the reference list', async () => {
+    const {hook, pdsClient, queryClient} = setup()
+    pdsClient.create.mockResolvedValue({uri: createdOptOut})
+    jest.mocked(until).mockResolvedValue(false)
+
+    await act(() =>
+      hook.result.current.mutateAsync({referenceListOptOut: undefined}),
+    )
+
+    expect(pdsClient.create).toHaveBeenCalledWith(
+      expect.anything(),
+      expect.objectContaining({subject: list.uri}),
+    )
+    expect(
+      queryClient.getQueryData<app.bsky.graph.defs.ListView>(RQKEY(list.uri))
+        ?.viewer?.referenceListOptOut,
+    ).toBe(createdOptOut)
+  })
+
+  it('deletes the existing opt-out record when undoing', async () => {
+    const {hook, pdsClient} = setup()
+    pdsClient.delete.mockResolvedValue(undefined)
+    jest.mocked(until).mockResolvedValue(true)
+
+    await act(() =>
+      hook.result.current.mutateAsync({referenceListOptOut: createdOptOut}),
+    )
+
+    expect(pdsClient.delete).toHaveBeenCalledWith(expect.anything(), {
+      repo: 'did:plc:viewer',
+      rkey: 'created',
+    })
+  })
+})
diff --git a/src/state/queries/list.ts b/src/state/queries/list.ts
index bd29d578dc..21b11edc98 100644
--- a/src/state/queries/list.ts
+++ b/src/state/queries/list.ts
@@ -41,6 +41,118 @@ export function useListQuery(uri?: string) {
   })
 }
 
+export function useReferenceListOptOutMutation({
+  list,
+  onError,
+  onSuccess,
+}: {
+  list: app.bsky.graph.defs.ListView
+  onError: (error: Error) => void
+  onSuccess?: (action: 'optOut' | 'undo') => void
+}) {
+  const queryClient = useQueryClient()
+  const appviewClient = useAppviewClient()
+  const pdsClient = usePdsClient()
+
+  return useMutation<
+    {
+      referenceListOptOut: AtUriString | undefined
+      didObserveRequestedState: boolean
+    },
+    Error,
+    {referenceListOptOut?: string},
+    {previous?: app.bsky.graph.defs.ListView}
+  >({
+    mutationFn: async ({referenceListOptOut}) => {
+      let nextOptOut: AtUriString | undefined
+      if (referenceListOptOut) {
+        const {rkeySafe: rkey} = new AtUri(referenceListOptOut)
+        await pdsClient.delete(app.bsky.graph.referencelistoptout, {
+          repo: pdsClient.assertDid,
+          rkey,
+        })
+      } else {
+        const result = await pdsClient.create(
+          app.bsky.graph.referencelistoptout,
+          {
+            subject: list.uri,
+            createdAt: toDatetimeString(new Date()),
+          },
+        )
+        nextOptOut = result.uri
+      }
+
+      const didObserveRequestedState = await until(
+        5,
+        1e3,
+        (value, error) => {
+          if (error) return false
+          const observedOptOut = value?.list.viewer?.referenceListOptOut
+          const didObserveRequestedState = referenceListOptOut
+            ? !observedOptOut
+            : Boolean(observedOptOut)
+          if (didObserveRequestedState) nextOptOut = observedOptOut
+          return didObserveRequestedState
+        },
+        async () =>
+          await appviewClient.call(app.bsky.graph.getList, {
+            list: list.uri,
+            limit: 1,
+          }),
+      )
+
+      return {referenceListOptOut: nextOptOut, didObserveRequestedState}
+    },
+    onMutate: async ({referenceListOptOut}) => {
+      const queryKey = RQKEY(list.uri)
+      await queryClient.cancelQueries({queryKey})
+      const previous =
+        queryClient.getQueryData<app.bsky.graph.defs.ListView>(queryKey)
+      queryClient.setQueryData<app.bsky.graph.defs.ListView>(
+        queryKey,
+        current =>
+          current
+            ? {
+                ...current,
+                viewer: {
+                  ...current.viewer,
+                  referenceListOptOut: referenceListOptOut
+                    ? undefined
+                    : `at://${pdsClient.assertDid}/app.bsky.graph.referencelistoptout/pending`,
+                },
+              }
+            : current,
+      )
+      return {previous}
+    },
+    onSuccess: ({referenceListOptOut}, variables) => {
+      queryClient.setQueryData<app.bsky.graph.defs.ListView>(
+        RQKEY(list.uri),
+        current =>
+          current
+            ? {
+                ...current,
+                viewer: {...current.viewer, referenceListOptOut},
+              }
+            : current,
+      )
+      onSuccess?.(variables.referenceListOptOut ? 'undo' : 'optOut')
+    },
+    onError: (error, _, context) => {
+      if (context?.previous) {
+        queryClient.setQueryData(RQKEY(list.uri), context.previous)
+      }
+      onError(error)
+    },
+    onSettled: data => {
+      void queryClient.invalidateQueries({
+        queryKey: RQKEY(list.uri),
+        refetchType: data && !data.didObserveRequestedState ? 'none' : 'active',
+      })
+    },
+  })
+}
+
 export interface ListCreateMutateParams {
   purpose: string
   name: string