diff --git a/src/views/admin/ArticleEditorView.vue b/src/views/admin/ArticleEditorView.vue
index d9fc050..9e57dc6 100644
--- a/src/views/admin/ArticleEditorView.vue
+++ b/src/views/admin/ArticleEditorView.vue
@@ -223,14 +223,16 @@ onMounted(() => {
 
 <style scoped>
 .page-title {
+  font-family: var(--song-font-display);
+  font-weight: 400;
   margin: 0 0 16px;
-  font-size: 20px;
+  font-size: 22px;
 }
 
 .editor-form {
-  background: #fff;
-  border: 1px solid #e5e5ea;
-  border-radius: 8px;
+  background: var(--ac-bg-card);
+  border: 1px solid var(--ac-border);
+  border-radius: var(--song-radius-l);
   padding: 20px;
 }
 
@@ -238,25 +240,36 @@ onMounted(() => {
   display: block;
   margin: 14px 0 6px;
   font-size: 14px;
-  color: #5c6470;
+  color: var(--ac-text-secondary);
 }
 
 .form-input {
   width: 100%;
   padding: 10px 12px;
-  border: 1px solid #d3d8e0;
-  border-radius: 6px;
+  border: 1px solid var(--ac-input-border);
+  border-radius: var(--song-radius-l);
   font-size: 14px;
+  background: var(--ac-bg-card);
+  color: var(--ac-text);
+  transition: border-color var(--song-dur-1) var(--song-ease);
+}
+
+.form-input:focus,
+.form-textarea:focus {
+  border-color: var(--ac-primary);
+  outline: none;
 }
 
 .form-textarea {
   width: 100%;
   padding: 10px 12px;
-  border: 1px solid #d3d8e0;
-  border-radius: 6px;
+  border: 1px solid var(--ac-input-border);
+  border-radius: var(--song-radius-l);
   font-size: 14px;
   resize: vertical;
   font-family: inherit;
+  background: var(--ac-bg-card);
+  color: var(--ac-text);
 }
 
 .cover-row {
@@ -267,11 +280,16 @@ onMounted(() => {
 .upload-btn {
   flex-shrink: 0;
   padding: 10px 16px;
-  background: #eef3ff;
-  color: #3b5bdb;
-  border-radius: 6px;
+  background: var(--ac-primary-bg);
+  color: var(--ac-primary-strong);
+  border-radius: var(--song-radius-l);
   cursor: pointer;
   font-size: 14px;
+  transition: background var(--song-dur-1) var(--song-ease);
+}
+
+.upload-btn:hover {
+  background: var(--ac-active);
 }
 
 .upload-input {
@@ -281,8 +299,8 @@ onMounted(() => {
 .cover-preview {
   max-width: 220px;
   margin-top: 10px;
-  border-radius: 6px;
-  border: 1px solid #e5e5ea;
+  border-radius: var(--song-radius-l);
+  border: 1px solid var(--ac-border);
 }
 
 .tag-picker {
@@ -309,11 +327,16 @@ onMounted(() => {
 .btn-primary {
   padding: 10px 22px;
   border: none;
-  border-radius: 6px;
-  background: #3b82f6;
-  color: #fff;
+  border-radius: var(--song-radius-l);
+  background: var(--ac-primary-strong);
+  color: var(--ac-primary-text);
   cursor: pointer;
   font-size: 14px;
+  transition: opacity var(--song-dur-1) var(--song-ease);
+}
+
+.btn-primary:hover:not(:disabled) {
+  opacity: 0.9;
 }
 
 .btn-primary:disabled {
@@ -322,18 +345,24 @@ onMounted(() => {
 
 .btn-plain {
   padding: 9px 16px;
-  border: 1px solid #d3d8e0;
-  border-radius: 6px;
-  color: #5c6470;
+  border: 1px solid var(--ac-input-border);
+  border-radius: var(--song-radius-l);
+  color: var(--ac-text-secondary);
   text-decoration: none;
   font-size: 14px;
+  transition: border-color var(--song-dur-1) var(--song-ease), color var(--song-dur-1) var(--song-ease);
+}
+
+.btn-plain:hover {
+  border-color: var(--ac-primary);
+  color: var(--ac-primary);
 }
 
 .error-text {
-  color: #d33c3c;
+  color: var(--ac-danger);
 }
 
 .hint-text {
-  color: #8a93a3;
+  color: var(--ac-text-disabled);
 }
 </style>
\ No newline at end of file
diff --git a/src/views/admin/TagListView.vue b/src/views/admin/TagListView.vue
index c1a3c47..d63072d 100644
--- a/src/views/admin/TagListView.vue
+++ b/src/views/admin/TagListView.vue
@@ -157,18 +157,25 @@ onMounted(load)
 }
 
 .page-title {
+  font-family: var(--song-font-display);
+  font-weight: 400;
   margin: 0;
-  font-size: 20px;
+  font-size: 22px;
 }
 
 .btn-primary {
   padding: 9px 16px;
-  background: #3b82f6;
-  color: #fff;
+  background: var(--ac-primary-strong);
+  color: var(--ac-primary-text);
   border: none;
-  border-radius: 6px;
+  border-radius: var(--song-radius-l);
   cursor: pointer;
   font-size: 14px;
+  transition: opacity var(--song-dur-1) var(--song-ease);
+}
+
+.btn-primary:hover {
+  opacity: 0.9;
 }
 
 .tag-form {
@@ -179,28 +186,42 @@ onMounted(load)
 
 .form-input {
   padding: 9px 12px;
-  border: 1px solid #d3d8e0;
-  border-radius: 6px;
+  border: 1px solid var(--ac-input-border);
+  border-radius: var(--song-radius-l);
   font-size: 14px;
   flex: 1;
+  background: var(--ac-bg-card);
+  color: var(--ac-text);
+  transition: border-color var(--song-dur-1) var(--song-ease);
+}
+
+.form-input:focus {
+  border-color: var(--ac-primary);
+  outline: none;
 }
 
 .btn-plain {
   padding: 8px 16px;
-  border: 1px solid #d3d8e0;
-  border-radius: 6px;
-  background: #fff;
-  color: #5c6470;
+  border: 1px solid var(--ac-input-border);
+  border-radius: var(--song-radius-l);
+  background: var(--ac-bg-card);
+  color: var(--ac-text-secondary);
   cursor: pointer;
   font-size: 14px;
+  transition: border-color var(--song-dur-1) var(--song-ease), color var(--song-dur-1) var(--song-ease);
+}
+
+.btn-plain:hover {
+  border-color: var(--ac-primary);
+  color: var(--ac-primary);
 }
 
 .tag-table {
   width: 100%;
   border-collapse: collapse;
-  background: #fff;
-  border: 1px solid #e5e5ea;
-  border-radius: 8px;
+  background: var(--ac-bg-card);
+  border: 1px solid var(--ac-border);
+  border-radius: var(--song-radius-l);
   overflow: hidden;
 }
 
@@ -208,17 +229,17 @@ onMounted(load)
 .tag-table td {
   padding: 10px 14px;
   text-align: left;
-  border-bottom: 1px solid #eee;
+  border-bottom: 1px solid var(--ac-border);
   font-size: 14px;
 }
 
 .tag-table th {
-  background: #f7f8fa;
-  color: #5c6470;
+  background: var(--ac-surface);
+  color: var(--ac-text-secondary);
 }
 
 .tag-desc {
-  color: #8a93a3;
+  color: var(--ac-text-disabled);
   font-size: 12px;
 }
 
@@ -230,21 +251,21 @@ onMounted(load)
 .btn-link {
   border: none;
   background: none;
-  color: #3b82f6;
+  color: var(--ac-primary);
   cursor: pointer;
   font-size: 13px;
   padding: 0;
 }
 
 .btn-link.danger {
-  color: #d33c3c;
+  color: var(--ac-danger);
 }
 
 .error-text {
-  color: #d33c3c;
+  color: var(--ac-danger);
 }
 
 .hint-text {
-  color: #8a93a3;
+  color: var(--ac-text-disabled);
 }
 </style>
\ No newline at end of file
diff --git a/src/views/admin/UserListView.vue b/src/views/admin/UserListView.vue
index 83cff61..108179d 100644
--- a/src/views/admin/UserListView.vue
+++ b/src/views/admin/UserListView.vue
@@ -159,16 +159,18 @@ onMounted(load)
 
 <style scoped>
 .page-title {
+  font-family: var(--song-font-display);
+  font-weight: 400;
   margin: 0 0 16px;
-  font-size: 20px;
+  font-size: 22px;
 }
 
 .user-table {
   width: 100%;
   border-collapse: collapse;
-  background: #fff;
-  border: 1px solid #e5e5ea;
-  border-radius: 8px;
+  background: var(--ac-bg-card);
+  border: 1px solid var(--ac-border);
+  border-radius: var(--song-radius-l);
   overflow: hidden;
 }
 
@@ -176,67 +178,68 @@ onMounted(load)
 .user-table td {
   padding: 10px 14px;
   text-align: left;
-  border-bottom: 1px solid #eee;
+  border-bottom: 1px solid var(--ac-border);
   font-size: 14px;
 }
 
 .user-table th {
-  background: #f7f8fa;
-  color: #5c6470;
+  background: var(--ac-surface);
+  color: var(--ac-text-secondary);
 }
 
 .role-badge {
   padding: 2px 10px;
-  border-radius: 12px;
+  border-radius: var(--song-radius-m);
   font-size: 12px;
 }
 
 .role-badge.admin {
-  background: #f8d7da;
-  color: #8f1f2b;
+  background: var(--ac-danger-bg);
+  color: var(--ac-danger);
 }
 
 .role-badge.editor {
-  background: #cce5ff;
-  color: #004a99;
+  background: var(--ac-primary-bg);
+  color: var(--ac-primary-strong);
 }
 
 .role-badge.visitor {
-  background: #e9ecef;
-  color: #6c757d;
+  background: var(--ac-surface);
+  color: var(--ac-text-secondary);
 }
 
 .role-select {
   padding: 5px 8px;
-  border: 1px solid #d3d8e0;
-  border-radius: 6px;
+  border: 1px solid var(--ac-input-border);
+  border-radius: var(--song-radius-l);
   font-size: 13px;
-  background: #fff;
+  background: var(--ac-bg-card);
+  color: var(--ac-text);
 }
 
 .role-select:disabled {
-  background: #f1f2f4;
-  color: #8a93a3;
+  background: var(--ac-surface);
+  color: var(--ac-text-disabled);
 }
 
 .status-badge {
   padding: 2px 10px;
-  border-radius: 12px;
+  border-radius: var(--song-radius-m);
   font-size: 12px;
 }
 
 .status-badge.enabled {
-  background: #d4edda;
-  color: #1e7e34;
+  background: var(--ac-success-bg);
+  color: var(--ac-success);
 }
 
 .status-badge.disabled {
-  background: #e9ecef;
-  color: #6c757d;
+  background: var(--ac-surface);
+  color: var(--ac-text-secondary);
 }
 
 .total-hint {
-  color: #8a93a3;
+  color: var(--ac-text-disabled);
   font-size: 13px;
 }
 
@@ -249,23 +252,23 @@ onMounted(load)
 }
 
 .btn-link.danger {
-  color: #d33c3c;
+  color: var(--ac-danger);
 }
 
 .btn-link.safe {
-  color: #1e7e34;
+  color: var(--ac-success);
 }
 
 .btn-link:disabled {
-  color: #b8c0ca;
+  color: var(--ac-text-disabled);
   cursor: not-allowed;
 }
 
 .error-text {
-  color: #d33c3c;
+  color: var(--ac-danger);
 }
 
 .hint-text {
-  color: #8a93a3;
+  color: var(--ac-text-disabled);
 }
 </style>
\ No newline at end of file