diff --git a/desktop/src/renderer/src/pages/ChannelsPage.tsx b/desktop/src/renderer/src/pages/ChannelsPage.tsx
index 91fbfe11..b6a747e2 100644
--- a/desktop/src/renderer/src/pages/ChannelsPage.tsx
+++ b/desktop/src/renderer/src/pages/ChannelsPage.tsx
@@ -85,14 +85,12 @@ const ChannelsPage: React.FC<ChannelsPageProps> = ({ baseUrl }) => {
                     {ch.fields.map((field) => (
                       <div key={field.key}>
                         <label className="block text-sm font-medium text-slate-600 dark:text-slate-400 mb-1">
-                          {field.label?.zh || field.label?.en || field.key}
-                          {field.required && <span className="text-red-500 ml-0.5">*</span>}
+                          {field.label || field.key}
                         </label>
                         <input
-                          type={field.type === 'password' ? 'password' : 'text'}
+                          type={field.type === 'secret' ? 'password' : 'text'}
                           value={configValues[ch.name]?.[field.key] || ''}
                           onChange={(e) => handleFieldChange(ch.name, field.key, e.target.value)}
-                          placeholder={field.placeholder?.zh || field.placeholder?.en || ''}
                           className="w-full px-3 py-2 rounded-lg border border-slate-200 dark:border-slate-600 bg-slate-50 dark:bg-white/5 text-sm text-slate-800 dark:text-slate-100 focus:outline-none focus:border-primary-500 transition-colors"
                         />
                       </div>
diff --git a/desktop/src/renderer/src/pages/MemoryPage.tsx b/desktop/src/renderer/src/pages/MemoryPage.tsx
index 72f8a1e0..0e3193e4 100644
--- a/desktop/src/renderer/src/pages/MemoryPage.tsx
+++ b/desktop/src/renderer/src/pages/MemoryPage.tsx
@@ -95,7 +95,7 @@ const MemoryPage: React.FC<MemoryPageProps> = ({ baseUrl }) => {
                       >
                         <td className="px-4 py-3 text-sm font-medium text-slate-700 dark:text-slate-200 font-mono">{item.filename}</td>
                         <td className="px-4 py-3 text-sm text-slate-500 dark:text-slate-400">{formatSize(item.size)}</td>
-                        <td className="px-4 py-3 text-sm text-slate-500 dark:text-slate-400">{formatTime(item.modified)}</td>
+                        <td className="px-4 py-3 text-sm text-slate-500 dark:text-slate-400">{item.updated_at}</td>
                       </tr>
                     ))}
                   </tbody>
diff --git a/desktop/src/renderer/src/pages/SkillsPage.tsx b/desktop/src/renderer/src/pages/SkillsPage.tsx
index e2b9ad4e..dae93a2c 100644
--- a/desktop/src/renderer/src/pages/SkillsPage.tsx
+++ b/desktop/src/renderer/src/pages/SkillsPage.tsx
@@ -72,7 +72,7 @@ const SkillsPage: React.FC<SkillsPageProps> = ({ baseUrl }) => {
                 <div key={tool.name} className="bg-white dark:bg-[#1A1A1A] border border-slate-200 dark:border-white/10 rounded-xl p-4">
                   <div className="flex items-center gap-2 mb-1.5">
                     <i className="fas fa-cog text-xs text-primary-400" />
-                    <span className="text-sm font-medium text-slate-700 dark:text-slate-200">{tool.display_name || tool.name}</span>
+                    <span className="text-sm font-medium text-slate-700 dark:text-slate-200">{tool.name}</span>
                   </div>
                   <p className="text-xs text-slate-500 dark:text-slate-400 leading-relaxed">{tool.description}</p>
                 </div>
@@ -104,7 +104,7 @@ const SkillsPage: React.FC<SkillsPageProps> = ({ baseUrl }) => {
                   <div className="flex items-center justify-between mb-2">
                     <div className="flex items-center gap-2">
                       <i className="fas fa-bolt text-xs text-amber-400" />
-                      <span className="text-sm font-medium text-slate-700 dark:text-slate-200">{skill.display_name || skill.name}</span>
+                      <span className="text-sm font-medium text-slate-700 dark:text-slate-200">{skill.name}</span>
                     </div>
                     <button
                       onClick={() => handleToggle(skill)}
diff --git a/desktop/src/renderer/src/pages/TasksPage.tsx b/desktop/src/renderer/src/pages/TasksPage.tsx
index 85d59933..722d4d3b 100644
--- a/desktop/src/renderer/src/pages/TasksPage.tsx
+++ b/desktop/src/renderer/src/pages/TasksPage.tsx
@@ -63,9 +63,13 @@ const TasksPage: React.FC<TasksPageProps> = ({ baseUrl }) => {
                   </span>
                 </div>
                 <div className="flex items-center gap-4 text-xs text-slate-500 dark:text-slate-400">
-                  <span>Cron: <code className="bg-slate-100 dark:bg-white/10 px-1.5 py-0.5 rounded font-mono">{task.cron}</code></span>
-                  {task.next_run && <span>Next: {task.next_run}</span>}
-                  {task.last_run && <span>Last: {task.last_run}</span>}
+                  <span>
+                    {task.schedule?.type}:{' '}
+                    <code className="bg-slate-100 dark:bg-white/10 px-1.5 py-0.5 rounded font-mono">
+                      {task.schedule?.expression || task.schedule?.run_at || `${task.schedule?.seconds ?? ''}s`}
+                    </code>
+                  </span>
+                  {task.next_run_at && <span>Next: {task.next_run_at}</span>}
                 </div>
               </div>
             ))}