diff --git a/docs/PLAN.md b/docs/PLAN.md
index c8fe014..ffc8b15 100644
--- a/docs/PLAN.md
+++ b/docs/PLAN.md
@@ -23,3 +23,4 @@ Updated: 2026-04-01
 7. Rebuilt the UI shell from scratch around a stable topbar/tab layout with fixed typography and lower visual noise across window sizes.
 8. Corrected the user-creation flow to select a 3proxy service instead of assigning a per-user port, matching the documented 3proxy model.
 9. Stabilized the Users table copy action so the column no longer shifts when the button label changes to `Copied`.
+10. Added operator actions in the Users table for pause/resume and delete with confirmation modal coverage.
diff --git a/docs/PROJECT_INDEX.md b/docs/PROJECT_INDEX.md
index e04ecb7..98c84a8 100644
--- a/docs/PROJECT_INDEX.md
+++ b/docs/PROJECT_INDEX.md
@@ -18,8 +18,8 @@ Updated: 2026-04-01
 ## Frontend
 
 - `src/main.tsx`: application bootstrap
-- `src/App.tsx`: authenticated panel shell rebuilt around a topbar/tab layout, plus modal user creation flow
-- `src/App.test.tsx`: login-gate and modal interaction tests
+- `src/App.tsx`: authenticated panel shell rebuilt around a topbar/tab layout, plus modal user creation, pause/resume, and delete-confirm flows
+- `src/App.test.tsx`: login-gate, modal interaction, pause/resume, and delete-confirm tests
 - `src/app.css`: full panel styling
 - `src/data/mockDashboard.ts`: realistic mock state shaped for future API responses, including service-bound users
 - `src/lib/3proxy.ts`: formatting and status helpers
diff --git a/src/App.test.tsx b/src/App.test.tsx
index d868414..2772946 100644
--- a/src/App.test.tsx
+++ b/src/App.test.tsx
@@ -52,4 +52,40 @@ describe('App login gate', () => {
 
     expect(screen.queryByRole('dialog', { name: /add user/i })).not.toBeInTheDocument();
   });
+
+  it('pauses and resumes a user profile from the table', async () => {
+    const user = userEvent.setup();
+    render(<App />);
+
+    await loginIntoPanel(user);
+    await user.click(screen.getByRole('button', { name: /users/i }));
+
+    await user.click(screen.getAllByRole('button', { name: /pause/i })[0]);
+    expect(screen.getByText(/^paused$/i)).toBeInTheDocument();
+    expect(screen.getAllByRole('button', { name: /resume/i })).toHaveLength(1);
+
+    await user.click(screen.getByRole('button', { name: /resume/i }));
+    expect(screen.queryByText(/^paused$/i)).not.toBeInTheDocument();
+  });
+
+  it('confirms before deleting a user and removes the row after approval', async () => {
+    const user = userEvent.setup();
+    render(<App />);
+
+    await loginIntoPanel(user);
+    await user.click(screen.getByRole('button', { name: /users/i }));
+
+    expect(screen.getByText(/night-shift/i)).toBeInTheDocument();
+
+    await user.click(screen.getAllByRole('button', { name: /delete/i })[0]);
+
+    const dialog = screen.getByRole('dialog', { name: /delete user/i });
+    expect(dialog).toBeInTheDocument();
+    expect(within(dialog).getByText(/remove profile/i)).toBeInTheDocument();
+
+    await user.click(within(dialog).getByRole('button', { name: /delete user/i }));
+
+    expect(screen.queryByText(/night-shift/i)).not.toBeInTheDocument();
+    expect(screen.queryByRole('dialog', { name: /delete user/i })).not.toBeInTheDocument();
+  });
 });
diff --git a/src/App.tsx b/src/App.tsx
index 065d896..fa88e83 100644
--- a/src/App.tsx
+++ b/src/App.tsx
@@ -26,6 +26,10 @@ const servicesById = new Map(
   dashboardSnapshot.system.services.map((service) => [service.id, service] as const),
 );
 
+type UserRow = (typeof dashboardSnapshot.userRecords)[number] & {
+  paused?: boolean;
+};
+
 function LoginGate({ onUnlock }: { onUnlock: () => void }) {
   const [login, setLogin] = useState('');
   const [password, setPassword] = useState('');
@@ -161,6 +165,60 @@ function AddUserModal({ onClose }: { onClose: () => void }) {
   );
 }
 
+function ConfirmDeleteModal({
+  username,
+  onClose,
+  onConfirm,
+}: {
+  username: string;
+  onClose: () => void;
+  onConfirm: () => void;
+}) {
+  useEffect(() => {
+    const handleKeyDown = (event: globalThis.KeyboardEvent) => {
+      if (event.key === 'Escape') {
+        onClose();
+      }
+    };
+
+    window.addEventListener('keydown', handleKeyDown);
+
+    return () => window.removeEventListener('keydown', handleKeyDown);
+  }, [onClose]);
+
+  const stopPropagation = (event: KeyboardEvent<HTMLDivElement>) => {
+    event.stopPropagation();
+  };
+
+  return (
+    <div className="modal-backdrop" role="presentation" onClick={onClose}>
+      <section
+        aria-labelledby="delete-user-title"
+        aria-modal="true"
+        className="modal-card confirm-card"
+        role="dialog"
+        onClick={stopPropagation}
+      >
+        <div className="modal-header">
+          <h2 id="delete-user-title">Delete user</h2>
+        </div>
+        <p className="confirm-copy">
+          Remove profile <strong>{username}</strong>? This action will delete the user entry from the
+          current panel state.
+        </p>
+        <div className="modal-actions">
+          <button type="button" className="button-secondary" onClick={onClose}>
+            Cancel
+          </button>
+          <button type="button" className="button-danger" onClick={onConfirm}>
+            Delete user
+          </button>
+        </div>
+      </section>
+    </div>
+  );
+}
+
 function DashboardTab() {
   const serviceTone = getServiceTone(dashboardSnapshot.service.status);
 
@@ -257,6 +315,8 @@ function DashboardTab() {
 function UsersTab() {
   const [copiedId, setCopiedId] = useState<string | null>(null);
   const [isModalOpen, setIsModalOpen] = useState(false);
+  const [users, setUsers] = useState<UserRow[]>(() => dashboardSnapshot.userRecords);
+  const [deleteTargetId, setDeleteTargetId] = useState<string | null>(null);
 
   const handleCopy = async (userId: string, proxyLink: string) => {
     await navigator.clipboard.writeText(proxyLink);
@@ -264,6 +324,32 @@ function UsersTab() {
     window.setTimeout(() => setCopiedId((value) => (value === userId ? null : value)), 1200);
   };
 
+  const handleTogglePause = (userId: string) => {
+    setUsers((current) =>
+      current.map((user) => (user.id === userId ? { ...user, paused: !user.paused } : user)),
+    );
+  };
+
+  const handleDelete = () => {
+    if (!deleteTargetId) {
+      return;
+    }
+
+    setUsers((current) => current.filter((user) => user.id !== deleteTargetId));
+    setDeleteTargetId(null);
+  };
+
+  const deleteTarget = users.find((user) => user.id === deleteTargetId) ?? null;
+  const liveUsers = users.filter((user) => !user.paused && user.status === 'live').length;
+  const nearQuotaUsers = users.filter((user) => {
+    if (user.paused || user.quotaBytes === null || isQuotaExceeded(user.usedBytes, user.quotaBytes)) {
+      return false;
+    }
+
+    return user.usedBytes / user.quotaBytes >= 0.8;
+  }).length;
+  const exceededUsers = users.filter((user) => isQuotaExceeded(user.usedBytes, user.quotaBytes)).length;
+
   return (
     <>
       <section className="page-grid single-column">
@@ -271,13 +357,13 @@ function UsersTab() {
           <div className="table-toolbar">
             <div className="toolbar-title">
               <h2>Users</h2>
-              <p>{dashboardSnapshot.userRecords.length} accounts in current profile</p>
+              <p>{users.length} accounts in current profile</p>
             </div>
             <div className="toolbar-actions">
               <div className="summary-pills">
-                <span>{dashboardSnapshot.users.live} live</span>
-                <span>{dashboardSnapshot.users.nearQuota} near quota</span>
-                <span>{dashboardSnapshot.users.exceeded} exceeded</span>
+                <span>{liveUsers} live</span>
+                <span>{nearQuotaUsers} near quota</span>
+                <span>{exceededUsers} exceeded</span>
               </div>
               <button type="button" onClick={() => setIsModalOpen(true)}>
                 New user
@@ -295,10 +381,11 @@ function UsersTab() {
                   <th>Remaining</th>
                   <th>Share</th>
                   <th>Proxy</th>
+                  <th>Actions</th>
                 </tr>
               </thead>
               <tbody>
-                {dashboardSnapshot.userRecords.map((user) => {
+                {users.map((user) => {
                   const service = servicesById.get(user.serviceId);
                   const endpoint = service
                     ? `${dashboardSnapshot.system.publicHost}:${service.port}`
@@ -313,6 +400,7 @@ function UsersTab() {
                       )
                     : '';
                   const exhausted = isQuotaExceeded(user.usedBytes, user.quotaBytes);
+                  const displayStatus = user.paused ? 'paused' : user.status;
 
                   return (
                     <tr key={user.id}>
@@ -328,7 +416,9 @@ function UsersTab() {
                         </div>
                       </td>
                       <td>
-                        <span className={`status-pill ${getServiceTone(user.status)}`}>{user.status}</span>
+                        <span className={`status-pill ${getServiceTone(displayStatus)}`}>
+                          {displayStatus}
+                        </span>
                       </td>
                       <td>{formatBytes(user.usedBytes)}</td>
                       <td>{formatQuotaState(user.usedBytes, user.quotaBytes)}</td>
@@ -343,6 +433,24 @@ function UsersTab() {
                           {copiedId === user.id ? 'Copied' : 'Copy'}
                         </button>
                       </td>
+                      <td>
+                        <div className="row-actions">
+                          <button
+                            type="button"
+                            className="button-secondary button-small"
+                            onClick={() => handleTogglePause(user.id)}
+                          >
+                            {user.paused ? 'Resume' : 'Pause'}
+                          </button>
+                          <button
+                            type="button"
+                            className="button-danger button-small"
+                            onClick={() => setDeleteTargetId(user.id)}
+                          >
+                            Delete
+                          </button>
+                        </div>
+                      </td>
                     </tr>
                   );
                 })}
@@ -353,6 +461,13 @@ function UsersTab() {
       </section>
 
       {isModalOpen ? <AddUserModal onClose={() => setIsModalOpen(false)} /> : null}
+      {deleteTarget ? (
+        <ConfirmDeleteModal
+          username={deleteTarget.username}
+          onClose={() => setDeleteTargetId(null)}
+          onConfirm={handleDelete}
+        />
+      ) : null}
     </>
   );
 }
diff --git a/src/app.css b/src/app.css
index 2e80346..1db51ad 100644
--- a/src/app.css
+++ b/src/app.css
@@ -133,7 +133,8 @@ button {
 
 button,
 .button-secondary,
-.copy-button {
+.copy-button,
+.button-danger {
   height: 36px;
   padding: 0 12px;
   border-radius: 8px;
@@ -150,6 +151,19 @@ button,
   color: var(--text);
 }
 
+.button-danger {
+  border-color: #ef4444;
+  background: #ef4444;
+  color: #ffffff;
+}
+
+.button-small {
+  min-width: 72px;
+  height: 32px;
+  padding: 0 10px;
+  font-size: 13px;
+}
+
 .copy-button {
   display: inline-flex;
   align-items: center;
@@ -499,6 +513,15 @@ tbody tr:last-child td {
   color: var(--muted);
 }
 
+.status-pill.paused {
+  color: #475569;
+}
+
+.row-actions {
+  display: inline-flex;
+  gap: 8px;
+}
+
 pre {
   margin: 0;
   padding: 14px;
@@ -530,10 +553,19 @@ pre {
   gap: 16px;
 }
 
+.confirm-card {
+  width: min(100%, 400px);
+}
+
 .modal-form {
   grid-template-columns: repeat(2, minmax(0, 1fr));
 }
 
+.confirm-copy {
+  margin: 0;
+  color: var(--text);
+}
+
 .modal-preview {
   display: grid;
   gap: 4px;
diff --git a/src/lib/3proxy.ts b/src/lib/3proxy.ts
index 9608244..ebfc0d3 100644
--- a/src/lib/3proxy.ts
+++ b/src/lib/3proxy.ts
@@ -1,7 +1,7 @@
 const MB = 1024 * 1024;
 const GB = MB * 1024;
 
-export type ServiceState = 'live' | 'warn' | 'fail' | 'idle';
+export type ServiceState = 'live' | 'warn' | 'fail' | 'idle' | 'paused';
 
 export function formatBytes(value: number): string {
   if (!Number.isFinite(value) || value < 0) {