diff --git a/dashboard/static/css/cyber-core.css b/dashboard/static/css/cyber-core.css
new file mode 100644
index 0000000..1c85cc4
--- /dev/null
+++ b/dashboard/static/css/cyber-core.css
@@ -0,0 +1,364 @@
+/**
+ * AutoGLM - Industrial Cyber Console Theme
+ * 工业赛博控制台核心样式
+ */
+
+@import url('https://fonts.googleapis.com/css2?family=Orbitron:wght@400;500;600;700;900&family=JetBrains+Mono:wght@300;400;500;600&display=swap');
+
+/* ==================== 核心变量 ==================== */
+:root {
+    /* 主色调 - 霓虹绿 */
+    --cyber-green: #00ff9f;
+    --cyber-green-dim: rgba(0, 255, 159, 0.15);
+    --cyber-green-glow: rgba(0, 255, 159, 0.5);
+
+    /* 状态色 */
+    --cyber-amber: #ffb800;
+    --cyber-amber-dim: rgba(255, 184, 0, 0.15);
+    --cyber-red: #ff4757;
+    --cyber-red-dim: rgba(255, 71, 87, 0.15);
+    --cyber-blue: #00d4ff;
+    --cyber-blue-dim: rgba(0, 212, 255, 0.15);
+
+    /* 背景色 */
+    --cyber-bg-primary: #0a0e27;
+    --cyber-bg-secondary: #131829;
+    --cyber-bg-tertiary: #1a2040;
+    --cyber-bg-elevated: #222b4a;
+
+    /* 文字色 */
+    --cyber-text-primary: #e8eaed;
+    --cyber-text-secondary: #9aa0b8;
+    --cyber-text-muted: #5a6382;
+
+    /* 边框和分隔 */
+    --cyber-border: #2a3455;
+    --cyber-border-bright: #3a4a7a;
+
+    /* 阴影和发光 */
+    --cyber-shadow: 0 4px 20px rgba(0, 0, 0, 0.5);
+    --cyber-glow-green: 0 0 20px rgba(0, 255, 159, 0.3);
+    --cyber-glow-blue: 0 0 20px rgba(0, 212, 255, 0.3);
+    --cyber-glow-red: 0 0 20px rgba(255, 71, 87, 0.3);
+
+    /* 字体 */
+    --cyber-font-display: 'Orbitron', sans-serif;
+    --cyber-font-mono: 'JetBrains Mono', 'Consolas', 'Monaco', monospace;
+
+    /* 间距 */
+    --cyber-space-xs: 0.25rem;
+    --cyber-space-sm: 0.5rem;
+    --cyber-space-md: 1rem;
+    --cyber-space-lg: 1.5rem;
+    --cyber-space-xl: 2rem;
+    --cyber-space-2xl: 3rem;
+
+    /* 过渡 */
+    --cyber-transition-fast: 150ms cubic-bezier(0.4, 0, 0.2, 1);
+    --cyber-transition-normal: 250ms cubic-bezier(0.4, 0, 0.2, 1);
+    --cyber-transition-slow: 400ms cubic-bezier(0.4, 0, 0.2, 1);
+}
+
+/* ==================== 全局重置 ==================== */
+* {
+    margin: 0;
+    padding: 0;
+    box-sizing: border-box;
+}
+
+body {
+    font-family: var(--cyber-font-mono);
+    background-color: var(--cyber-bg-primary);
+    color: var(--cyber-text-primary);
+    line-height: 1.6;
+    min-height: 100vh;
+    overflow-x: hidden;
+    position: relative;
+}
+
+/* ==================== 背景网格效果 ==================== */
+body::before {
+    content: '';
+    position: fixed;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background-image:
+        linear-gradient(rgba(0, 255, 159, 0.03) 1px, transparent 1px),
+        linear-gradient(90deg, rgba(0, 255, 159, 0.03) 1px, transparent 1px);
+    background-size: 50px 50px;
+    pointer-events: none;
+    z-index: 0;
+}
+
+/* ==================== CRT 扫描线效果 ==================== */
+body::after {
+    content: '';
+    position: fixed;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background: repeating-linear-gradient(
+        0deg,
+        rgba(0, 0, 0, 0.1) 0px,
+        transparent 1px,
+        transparent 2px,
+        rgba(0, 0, 0, 0.1) 3px
+    );
+    background-size: 100% 4px;
+    pointer-events: none;
+    z-index: 9999;
+    opacity: 0.3;
+    animation: scanline 8s linear infinite;
+}
+
+@keyframes scanline {
+    0% { transform: translateY(0); }
+    100% { transform: translateY(50px); }
+}
+
+/* ==================== 主容器 ==================== */
+#app {
+    position: relative;
+    z-index: 1;
+}
+
+/* ==================== 滚动条样式 ==================== */
+::-webkit-scrollbar {
+    width: 8px;
+    height: 8px;
+}
+
+::-webkit-scrollbar-track {
+    background: var(--cyber-bg-secondary);
+}
+
+::-webkit-scrollbar-thumb {
+    background: var(--cyber-border);
+    border-radius: 4px;
+}
+
+::-webkit-scrollbar-thumb:hover {
+    background: var(--cyber-border-bright);
+}
+
+/* ==================== 选择文本样式 ==================== */
+::selection {
+    background: var(--cyber-green-dim);
+    color: var(--cyber-green);
+}
+
+/* ==================== 链接样式 ==================== */
+a {
+    color: var(--cyber-green);
+    text-decoration: none;
+    transition: var(--cyber-transition-fast);
+}
+
+a:hover {
+    color: var(--cyber-blue);
+    text-shadow: var(--cyber-glow-blue);
+}
+
+/* ==================== 通用工具类 ==================== */
+.cyber-text-glow {
+    text-shadow: 0 0 10px currentColor;
+}
+
+.cyber-border-glow {
+    box-shadow: 0 0 15px currentColor, inset 0 0 15px currentColor;
+}
+
+.cyber-flicker {
+    animation: flicker 3s infinite;
+}
+
+@keyframes flicker {
+    0%, 100% { opacity: 1; }
+    92% { opacity: 1; }
+    93% { opacity: 0.8; }
+    94% { opacity: 1; }
+    96% { opacity: 0.9; }
+    97% { opacity: 1; }
+}
+
+/* ==================== 装饰性角落 ==================== */
+.cyber-corner {
+    position: relative;
+}
+
+.cyber-corner::before,
+.cyber-corner::after {
+    content: '';
+    position: absolute;
+    width: 20px;
+    height: 20px;
+    border-color: var(--cyber-green);
+    border-style: solid;
+    opacity: 0.5;
+    transition: var(--cyber-transition-normal);
+}
+
+.cyber-corner::before {
+    top: 0;
+    left: 0;
+    border-width: 2px 0 0 2px;
+}
+
+.cyber-corner::after {
+    bottom: 0;
+    right: 0;
+    border-width: 0 2px 2px 0;
+}
+
+.cyber-corner:hover::before,
+.cyber-corner:hover::after {
+    opacity: 1;
+    width: 30px;
+    height: 30px;
+}
+
+/* ==================== 数据流动画 ==================== */
+@keyframes dataFlow {
+    0% {
+        transform: translateX(-100%);
+        opacity: 0;
+    }
+    50% {
+        opacity: 1;
+    }
+    100% {
+        transform: translateX(100%);
+        opacity: 0;
+    }
+}
+
+.cyber-data-flow {
+    position: relative;
+    overflow: hidden;
+}
+
+.cyber-data-flow::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    height: 2px;
+    background: linear-gradient(90deg, transparent, var(--cyber-green), transparent);
+    animation: dataFlow 2s linear infinite;
+}
+
+/* ==================== 脉冲动画 ==================== */
+@keyframes pulse {
+    0%, 100% {
+        opacity: 1;
+    }
+    50% {
+        opacity: 0.5;
+    }
+}
+
+.cyber-pulse {
+    animation: pulse 2s cubic-bezier(0.4, 0, 0.6, 1) infinite;
+}
+
+/* ==================== 打字机效果 ==================== */
+@keyframes typing {
+    from {
+        width: 0;
+    }
+    to {
+        width: 100%;
+    }
+}
+
+@keyframes blink {
+    50% {
+        border-color: transparent;
+    }
+}
+
+.cyber-typing {
+    overflow: hidden;
+    white-space: nowrap;
+    border-right: 2px solid var(--cyber-green);
+    animation: typing 3s steps(40, end), blink 0.75s step-end infinite;
+}
+
+/* ==================== 故障效果 ==================== */
+@keyframes glitch {
+    0% {
+        transform: translate(0);
+    }
+    20% {
+        transform: translate(-2px, 2px);
+    }
+    40% {
+        transform: translate(-2px, -2px);
+    }
+    60% {
+        transform: translate(2px, 2px);
+    }
+    80% {
+        transform: translate(2px, -2px);
+    }
+    100% {
+        transform: translate(0);
+    }
+}
+
+.cyber-glitch:hover {
+    animation: glitch 0.3s cubic-bezier(0.25, 0.46, 0.45, 0.94) both infinite;
+    color: var(--cyber-green);
+}
+
+/* ==================== 全息效果 ==================== */
+.cyber-hologram {
+    position: relative;
+    background: linear-gradient(
+        135deg,
+        rgba(0, 255, 159, 0.1) 0%,
+        rgba(0, 212, 255, 0.1) 50%,
+        rgba(0, 255, 159, 0.1) 100%
+    );
+    backdrop-filter: blur(10px);
+}
+
+.cyber-hologram::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background: linear-gradient(
+        45deg,
+        transparent 30%,
+        rgba(0, 255, 159, 0.1) 50%,
+        transparent 70%
+    );
+    animation: hologramShift 3s linear infinite;
+}
+
+@keyframes hologramShift {
+    0% {
+        transform: translateX(-100%) translateY(-100%) rotate(45deg);
+    }
+    100% {
+        transform: translateX(100%) translateY(100%) rotate(45deg);
+    }
+}
+
+/* ==================== 响应式 ==================== */
+@media (max-width: 768px) {
+    body::before {
+        background-size: 30px 30px;
+    }
+
+    body::after {
+        background-size: 100% 3px;
+    }
+}
diff --git a/dashboard/static/css/dashboard.css b/dashboard/static/css/dashboard.css
index 5ef18d8..8a0c3bc 100644
--- a/dashboard/static/css/dashboard.css
+++ b/dashboard/static/css/dashboard.css
@@ -1,38 +1,23 @@
-/* AutoGLM Dashboard Styles */
+/**
+ * AutoGLM Dashboard - Industrial Cyber Console
+ * 主仪表板样式
+ */
 
-:root {
-    --primary-color: #6366f1;
-    --primary-hover: #4f46e5;
-    --success-color: #10b981;
-    --warning-color: #f59e0b;
-    --danger-color: #ef4444;
-    --bg-color: #0f172a;
-    --card-bg: #1e293b;
-    --border-color: #334155;
-    --text-primary: #f1f5f9;
-    --text-secondary: #94a3b8;
-    --shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.3);
-    --shadow-lg: 0 10px 15px -3px rgba(0, 0, 0, 0.4);
+/* 导入核心样式 */
+@import url('./cyber-core.css');
+
+/* ==================== 标题样式 ==================== */
+h1, h2, h3, h4, h5, h6 {
+    font-family: var(--cyber-font-display);
+    font-weight: 600;
+    letter-spacing: 0.05em;
+    text-transform: uppercase;
 }
 
-* {
-    margin: 0;
-    padding: 0;
-    box-sizing: border-box;
-}
-
-body {
-    font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
-    background-color: var(--bg-color);
-    color: var(--text-primary);
-    line-height: 1.6;
-    min-height: 100vh;
-}
-
-/* Header */
+/* ==================== Header ==================== */
 .header {
-    background-color: var(--card-bg);
-    border-bottom: 1px solid var(--border-color);
+    background: linear-gradient(180deg, var(--cyber-bg-secondary) 0%, var(--cyber-bg-primary) 100%);
+    border-bottom: 1px solid var(--cyber-border);
     padding: 1rem 2rem;
     display: flex;
     justify-content: space-between;
@@ -40,7 +25,19 @@ body {
     position: sticky;
     top: 0;
     z-index: 100;
-    box-shadow: var(--shadow);
+    box-shadow: 0 4px 30px rgba(0, 255, 159, 0.1);
+    backdrop-filter: blur(10px);
+}
+
+.header::before {
+    content: '';
+    position: absolute;
+    bottom: 0;
+    left: 0;
+    right: 0;
+    height: 1px;
+    background: linear-gradient(90deg, transparent, var(--cyber-green), transparent);
+    opacity: 0.5;
 }
 
 .header-content {
@@ -51,8 +48,17 @@ body {
 
 .header h1 {
     font-size: 1.5rem;
-    font-weight: 600;
-    color: var(--text-primary);
+    font-weight: 700;
+    color: var(--cyber-green);
+    text-shadow: var(--cyber-glow-green);
+    letter-spacing: 0.1em;
+    position: relative;
+}
+
+.header h1::before {
+    content: '>';
+    margin-right: 0.5rem;
+    animation: blink 1s step-end infinite;
 }
 
 .stats {
@@ -64,20 +70,39 @@ body {
     display: flex;
     align-items: center;
     gap: 0.5rem;
-    font-size: 0.875rem;
-    color: var(--text-secondary);
+    font-size: 0.8rem;
+    color: var(--cyber-text-secondary);
+    font-family: var(--cyber-font-mono);
+    padding: 0.375rem 0.75rem;
+    background: var(--cyber-bg-tertiary);
+    border: 1px solid var(--cyber-border);
+    border-radius: 4px;
+    position: relative;
+    overflow: hidden;
+}
+
+.stat::before {
+    content: '';
+    position: absolute;
+    left: 0;
+    top: 0;
+    bottom: 0;
+    width: 3px;
+    background: var(--cyber-text-muted);
 }
 
 .stat svg {
     opacity: 0.7;
 }
 
-.ws-status {
-    color: var(--danger-color);
+.stat.ws-status.connected::before {
+    background: var(--cyber-green);
+    box-shadow: var(--cyber-glow-green);
 }
 
-.ws-status.connected {
-    color: var(--success-color);
+.stat.ws-status::before {
+    background: var(--cyber-red);
+    box-shadow: var(--cyber-glow-red);
 }
 
 .header-actions {
@@ -85,46 +110,94 @@ body {
     gap: 0.75rem;
 }
 
-/* Main Content */
+/* ==================== Main Content ==================== */
 .main-content {
     padding: 2rem;
-    max-width: 1600px;
+    max-width: 1800px;
     margin: 0 auto;
+    position: relative;
 }
 
 .main-content h2 {
     font-size: 1.25rem;
-    font-weight: 600;
-    margin-bottom: 1rem;
-    color: var(--text-primary);
+    margin-bottom: 1.5rem;
+    color: var(--cyber-text-primary);
+    display: flex;
+    align-items: center;
+    gap: 0.75rem;
+    position: relative;
+    padding-bottom: 0.75rem;
 }
 
-/* Device Grid */
+.main-content h2::before {
+    content: '';
+    width: 4px;
+    height: 100%;
+    background: linear-gradient(180deg, var(--cyber-green), transparent);
+    position: absolute;
+    left: -1rem;
+}
+
+.main-content h2::after {
+    content: '';
+    position: absolute;
+    bottom: 0;
+    left: 0;
+    right: 0;
+    height: 1px;
+    background: linear-gradient(90deg, var(--cyber-green), transparent);
+}
+
+/* ==================== Device Grid ==================== */
 .device-grid {
     display: grid;
-    grid-template-columns: repeat(auto-fill, minmax(350px, 1fr));
+    grid-template-columns: repeat(auto-fill, minmax(380px, 1fr));
     gap: 1.5rem;
     margin-bottom: 3rem;
 }
 
 .device-card {
-    background-color: var(--card-bg);
-    border: 1px solid var(--border-color);
-    border-radius: 12px;
-    padding: 1.25rem;
-    transition: box-shadow 0.2s, border-color 0.2s;
+    background: linear-gradient(135deg, var(--cyber-bg-secondary) 0%, var(--cyber-bg-tertiary) 100%);
+    border: 1px solid var(--cyber-border);
+    padding: 1.5rem;
+    position: relative;
+    transition: var(--cyber-transition-normal);
+    overflow: hidden;
+}
+
+.device-card::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    height: 2px;
+    background: linear-gradient(90deg, transparent, var(--cyber-green), transparent);
+    opacity: 0;
+    transition: var(--cyber-transition-normal);
 }
 
 .device-card:hover {
-    box-shadow: var(--shadow-lg);
+    border-color: var(--cyber-green);
+    box-shadow: var(--cyber-glow-green);
+    transform: translateY(-2px);
+}
+
+.device-card:hover::before {
+    opacity: 1;
 }
 
 .device-card.busy {
-    border-color: var(--warning-color);
+    border-color: var(--cyber-amber);
+}
+
+.device-card.busy::before {
+    background: linear-gradient(90deg, transparent, var(--cyber-amber), transparent);
 }
 
 .device-card.offline {
-    opacity: 0.6;
+    opacity: 0.5;
+    filter: grayscale(0.5);
 }
 
 .device-header {
@@ -135,33 +208,41 @@ body {
 }
 
 .device-header h3 {
-    font-size: 1rem;
-    font-weight: 600;
-    color: var(--text-primary);
+    font-size: 0.95rem;
+    font-weight: 500;
+    color: var(--cyber-text-primary);
     word-break: break-all;
+    font-family: var(--cyber-font-mono);
 }
 
 .status-badge {
     padding: 0.25rem 0.75rem;
-    border-radius: 9999px;
-    font-size: 0.75rem;
+    font-size: 0.65rem;
     font-weight: 600;
     text-transform: uppercase;
+    letter-spacing: 0.1em;
+    font-family: var(--cyber-font-display);
+    border: 1px solid;
+    position: relative;
 }
 
 .status-badge.online {
-    background-color: rgba(16, 185, 129, 0.2);
-    color: var(--success-color);
+    background: var(--cyber-green-dim);
+    color: var(--cyber-green);
+    border-color: var(--cyber-green);
 }
 
 .status-badge.offline {
-    background-color: rgba(239, 68, 68, 0.2);
-    color: var(--danger-color);
+    background: var(--cyber-red-dim);
+    color: var(--cyber-red);
+    border-color: var(--cyber-red);
 }
 
 .status-badge.busy {
-    background-color: rgba(245, 158, 11, 0.2);
-    color: var(--warning-color);
+    background: var(--cyber-amber-dim);
+    color: var(--cyber-amber);
+    border-color: var(--cyber-amber);
+    animation: pulse 2s infinite;
 }
 
 .device-info {
@@ -169,9 +250,9 @@ body {
 }
 
 .device-info p {
-    font-size: 0.875rem;
-    color: var(--text-secondary);
-    margin-bottom: 0.25rem;
+    font-size: 0.8rem;
+    color: var(--cyber-text-secondary);
+    margin-bottom: 0.35rem;
     display: flex;
     align-items: center;
     gap: 0.5rem;
@@ -179,14 +260,28 @@ body {
 
 .device-info p svg {
     flex-shrink: 0;
+    color: var(--cyber-green);
 }
 
 .screenshot {
     margin-bottom: 1rem;
-    border-radius: 8px;
+    border: 1px solid var(--cyber-border);
     overflow: hidden;
-    background-color: #000;
+    background: #000;
     aspect-ratio: 9/16;
+    position: relative;
+}
+
+.screenshot::before {
+    content: '';
+    position: absolute;
+    top: 5px;
+    left: 5px;
+    right: 5px;
+    bottom: 5px;
+    border: 1px solid rgba(0, 255, 159, 0.3);
+    pointer-events: none;
+    z-index: 1;
 }
 
 .screenshot img {
@@ -203,16 +298,18 @@ body {
 .device-actions input {
     flex: 1;
     padding: 0.625rem 0.875rem;
-    background-color: var(--bg-color);
-    border: 1px solid var(--border-color);
-    border-radius: 8px;
-    color: var(--text-primary);
-    font-size: 0.875rem;
+    background: var(--cyber-bg-primary);
+    border: 1px solid var(--cyber-border);
+    color: var(--cyber-text-primary);
+    font-size: 0.8rem;
+    font-family: var(--cyber-font-mono);
+    transition: var(--cyber-transition-fast);
 }
 
 .device-actions input:focus {
     outline: none;
-    border-color: var(--primary-color);
+    border-color: var(--cyber-green);
+    box-shadow: 0 0 10px var(--cyber-green-dim);
 }
 
 .device-actions input:disabled {
@@ -220,7 +317,11 @@ body {
     cursor: not-allowed;
 }
 
-/* Task List */
+.device-actions input::placeholder {
+    color: var(--cyber-text-muted);
+}
+
+/* ==================== Task List ==================== */
 .task-list {
     display: flex;
     flex-direction: column;
@@ -228,20 +329,41 @@ body {
 }
 
 .task-item {
-    background-color: var(--card-bg);
-    border: 1px solid var(--border-color);
-    border-radius: 8px;
+    background: linear-gradient(135deg, var(--cyber-bg-secondary) 0%, var(--cyber-bg-tertiary) 100%);
+    border: 1px solid var(--cyber-border);
     padding: 1rem;
     display: flex;
     justify-content: space-between;
     align-items: start;
     gap: 1rem;
-    transition: border-color 0.2s;
+    transition: var(--cyber-transition-normal);
+    position: relative;
+    overflow: hidden;
+}
+
+.task-item::before {
+    content: '';
+    position: absolute;
+    left: 0;
+    top: 0;
+    bottom: 0;
+    width: 3px;
+    background: var(--cyber-text-muted);
+    transition: var(--cyber-transition-normal);
+}
+
+.task-item:hover {
+    border-color: var(--cyber-border-bright);
 }
 
 .task-item.active {
-    border-color: var(--primary-color);
-    box-shadow: 0 0 0 1px var(--primary-color);
+    border-color: var(--cyber-green);
+    box-shadow: inset 0 0 20px var(--cyber-green-dim);
+}
+
+.task-item.active::before {
+    background: var(--cyber-green);
+    box-shadow: var(--cyber-glow-green);
 }
 
 .task-info {
@@ -256,93 +378,130 @@ body {
 }
 
 .task-id {
-    font-size: 0.75rem;
-    color: var(--text-secondary);
-    font-family: monospace;
+    font-size: 0.7rem;
+    color: var(--cyber-text-muted);
+    font-family: var(--cyber-font-mono);
 }
 
 .task-status {
-    padding: 0.125rem 0.5rem;
-    border-radius: 4px;
-    font-size: 0.7rem;
+    padding: 0.2rem 0.6rem;
+    font-size: 0.65rem;
     font-weight: 600;
     text-transform: uppercase;
+    letter-spacing: 0.05em;
+    font-family: var(--cyber-font-display);
 }
 
 .task-status.running {
-    background-color: rgba(99, 102, 241, 0.2);
-    color: var(--primary-color);
+    background: var(--cyber-green-dim);
+    color: var(--cyber-green);
+    border: 1px solid var(--cyber-green);
 }
 
 .task-status.completed {
-    background-color: rgba(16, 185, 129, 0.2);
-    color: var(--success-color);
+    background: rgba(16, 185, 129, 0.15);
+    color: #10b981;
+    border: 1px solid #10b981;
 }
 
 .task-status.failed {
-    background-color: rgba(239, 68, 68, 0.2);
-    color: var(--danger-color);
+    background: var(--cyber-red-dim);
+    color: var(--cyber-red);
+    border: 1px solid var(--cyber-red);
 }
 
 .task-status.stopped {
-    background-color: rgba(148, 163, 184, 0.2);
-    color: var(--text-secondary);
+    background: rgba(148, 163, 184, 0.15);
+    color: var(--cyber-text-secondary);
+    border: 1px solid var(--cyber-text-muted);
 }
 
 .task-description {
-    font-size: 0.95rem;
-    color: var(--text-primary);
+    font-size: 0.9rem;
+    color: var(--cyber-text-primary);
     margin-bottom: 0.5rem;
 }
 
 .task-meta {
     display: flex;
-    gap: 1rem;
-    font-size: 0.8rem;
-    color: var(--text-secondary);
+    gap: 1.5rem;
+    font-size: 0.75rem;
+    color: var(--cyber-text-muted);
+    font-family: var(--cyber-font-mono);
+}
+
+.task-meta span {
+    display: flex;
+    align-items: center;
+    gap: 0.35rem;
+}
+
+.task-meta span::before {
+    content: '◆';
+    color: var(--cyber-green);
+    font-size: 0.5rem;
 }
 
 .task-progress {
-    height: 4px;
-    background-color: var(--bg-color);
-    border-radius: 2px;
+    height: 3px;
+    background: var(--cyber-bg-primary);
     overflow: hidden;
-    margin-top: 0.5rem;
+    margin-top: 0.75rem;
+    position: relative;
+}
+
+.task-progress::after {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background: repeating-linear-gradient(
+        90deg,
+        transparent,
+        transparent 2px,
+        rgba(0, 0, 0, 0.3) 2px,
+        rgba(0, 0, 0, 0.3) 4px
+    );
 }
 
 .progress-bar {
     height: 100%;
-    background-color: var(--primary-color);
+    background: linear-gradient(90deg, var(--cyber-green), var(--cyber-blue));
     transition: width 0.3s ease;
+    position: relative;
+    box-shadow: 0 0 10px var(--cyber-green);
 }
 
-.task-thinking {
+.task-thinking,
+.task-action,
+.task-message {
     display: flex;
     align-items: start;
     gap: 0.5rem;
     margin-top: 0.5rem;
-    padding: 0.5rem;
-    background-color: var(--bg-color);
-    border-radius: 6px;
-    font-size: 0.85rem;
-    color: var(--text-secondary);
+    padding: 0.6rem;
+    font-size: 0.8rem;
+    line-height: 1.4;
+    border-left: 2px solid;
+}
+
+.task-thinking {
+    background: var(--cyber-bg-primary);
+    color: var(--cyber-text-secondary);
+    border-left-color: var(--cyber-blue);
 }
 
 .task-thinking svg {
     flex-shrink: 0;
-    margin-top: 2px;
+    color: var(--cyber-blue);
 }
 
 .task-action {
-    display: flex;
-    align-items: center;
-    gap: 0.5rem;
-    margin-top: 0.5rem;
-    padding: 0.5rem;
-    background-color: rgba(99, 102, 241, 0.1);
-    border-radius: 6px;
-    font-size: 0.85rem;
-    color: var(--primary-color);
+    background: var(--cyber-green-dim);
+    color: var(--cyber-green);
+    border-left-color: var(--cyber-green);
 }
 
 .task-action svg {
@@ -350,56 +509,71 @@ body {
 }
 
 .task-action strong {
-    color: var(--text-primary);
+    color: var(--cyber-text-primary);
 }
 
 .task-message {
-    display: flex;
-    align-items: start;
-    gap: 0.5rem;
-    margin-top: 0.5rem;
-    padding: 0.5rem;
-    border-radius: 6px;
-    font-size: 0.85rem;
-    line-height: 1.4;
+    border-radius: 0 4px 4px 0;
+}
+
+.task-message.completed {
+    background: rgba(16, 185, 129, 0.1);
+    color: #10b981;
+    border-left-color: #10b981;
+}
+
+.task-message.failed {
+    background: var(--cyber-red-dim);
+    color: var(--cyber-red);
+    border-left-color: var(--cyber-red);
+}
+
+.task-message.stopped {
+    background: rgba(148, 163, 184, 0.1);
+    color: var(--cyber-text-secondary);
+    border-left-color: var(--cyber-text-muted);
 }
 
 .task-message svg {
     flex-shrink: 0;
-    margin-top: 2px;
-}
-
-.task-message.completed {
-    background-color: rgba(16, 185, 129, 0.1);
-    color: var(--success-color);
-}
-
-.task-message.failed {
-    background-color: rgba(239, 68, 68, 0.1);
-    color: var(--danger-color);
-}
-
-.task-message.stopped {
-    background-color: rgba(148, 163, 184, 0.1);
-    color: var(--text-secondary);
 }
 
 .task-actions {
     flex-shrink: 0;
 }
 
-/* Buttons */
+/* ==================== Buttons ==================== */
 .btn {
     padding: 0.625rem 1rem;
-    border: none;
-    border-radius: 8px;
-    font-size: 0.875rem;
+    border: 1px solid;
+    font-size: 0.8rem;
     font-weight: 500;
+    font-family: var(--cyber-font-display);
+    text-transform: uppercase;
+    letter-spacing: 0.05em;
     cursor: pointer;
-    transition: all 0.2s;
+    transition: var(--cyber-transition-fast);
     display: inline-flex;
     align-items: center;
     gap: 0.5rem;
+    position: relative;
+    overflow: hidden;
+    background: transparent;
+}
+
+.btn::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: -100%;
+    width: 100%;
+    height: 100%;
+    background: linear-gradient(90deg, transparent, rgba(255, 255, 255, 0.1), transparent);
+    transition: var(--cyber-transition-slow);
+}
+
+.btn:hover::before {
+    left: 100%;
 }
 
 .btn:disabled {
@@ -407,37 +581,49 @@ body {
     cursor: not-allowed;
 }
 
+.btn:disabled::before {
+    display: none;
+}
+
 .btn-primary {
-    background-color: var(--primary-color);
-    color: white;
+    background: var(--cyber-green-dim);
+    color: var(--cyber-green);
+    border-color: var(--cyber-green);
 }
 
 .btn-primary:hover:not(:disabled) {
-    background-color: var(--primary-hover);
+    background: var(--cyber-green);
+    color: var(--cyber-bg-primary);
+    box-shadow: var(--cyber-glow-green);
 }
 
 .btn-secondary {
-    background-color: var(--card-bg);
-    color: var(--text-primary);
-    border: 1px solid var(--border-color);
+    background: var(--cyber-bg-tertiary);
+    color: var(--cyber-text-primary);
+    border-color: var(--cyber-border);
 }
 
 .btn-secondary:hover:not(:disabled) {
-    background-color: var(--border-color);
+    background: var(--cyber-bg-elevated);
+    border-color: var(--cyber-border-bright);
+    box-shadow: 0 0 15px var(--cyber-border-dim);
 }
 
 .btn-danger {
-    background-color: var(--danger-color);
-    color: white;
+    background: var(--cyber-red-dim);
+    color: var(--cyber-red);
+    border-color: var(--cyber-red);
 }
 
 .btn-danger:hover:not(:disabled) {
-    background-color: #dc2626;
+    background: var(--cyber-red);
+    color: white;
+    box-shadow: var(--cyber-glow-red);
 }
 
 .btn-sm {
     padding: 0.5rem 0.75rem;
-    font-size: 0.8rem;
+    font-size: 0.7rem;
 }
 
 .spinning {
@@ -449,28 +635,46 @@ body {
     to { transform: rotate(360deg); }
 }
 
-/* Empty State */
+/* ==================== Empty State ==================== */
 .empty-state {
     text-align: center;
     padding: 4rem 2rem;
-    color: var(--text-secondary);
+    color: var(--cyber-text-muted);
+    position: relative;
+}
+
+.empty-state::before {
+    content: '';
+    position: absolute;
+    top: 50%;
+    left: 50%;
+    transform: translate(-50%, -50%);
+    width: 200px;
+    height: 200px;
+    border: 1px dashed var(--cyber-border);
+    border-radius: 50%;
+    animation: pulse 3s infinite;
 }
 
 .empty-state svg {
     margin-bottom: 1rem;
     opacity: 0.3;
+    position: relative;
+    z-index: 1;
 }
 
 .empty-state p {
     margin-bottom: 1.5rem;
+    position: relative;
+    z-index: 1;
 }
 
 .empty-state .hint {
-    font-size: 0.875rem;
+    font-size: 0.8rem;
     opacity: 0.7;
 }
 
-/* Toast */
+/* ==================== Toast ==================== */
 .toast-container {
     position: fixed;
     bottom: 2rem;
@@ -483,25 +687,52 @@ body {
 
 .toast {
     padding: 0.75rem 1rem;
-    border-radius: 8px;
-    font-size: 0.875rem;
-    box-shadow: var(--shadow-lg);
+    font-size: 0.85rem;
+    font-family: var(--cyber-font-mono);
+    border: 1px solid;
+    position: relative;
+    overflow: hidden;
     animation: slideIn 0.3s ease;
+    backdrop-filter: blur(10px);
+}
+
+.toast::before {
+    content: '';
+    position: absolute;
+    left: 0;
+    top: 0;
+    bottom: 0;
+    width: 3px;
 }
 
 .toast.success {
-    background-color: var(--success-color);
-    color: white;
+    background: rgba(16, 185, 129, 0.2);
+    color: #10b981;
+    border-color: #10b981;
+}
+
+.toast.success::before {
+    background: #10b981;
 }
 
 .toast.error {
-    background-color: var(--danger-color);
-    color: white;
+    background: var(--cyber-red-dim);
+    color: var(--cyber-red);
+    border-color: var(--cyber-red);
+}
+
+.toast.error::before {
+    background: var(--cyber-red);
 }
 
 .toast.info {
-    background-color: var(--primary-color);
-    color: white;
+    background: var(--cyber-blue-dim);
+    color: var(--cyber-blue);
+    border-color: var(--cyber-blue);
+}
+
+.toast.info::before {
+    background: var(--cyber-blue);
 }
 
 @keyframes slideIn {
@@ -515,7 +746,7 @@ body {
     }
 }
 
-/* Responsive */
+/* ==================== Responsive ==================== */
 @media (max-width: 768px) {
     .header {
         flex-direction: column;
@@ -526,7 +757,7 @@ body {
     .header-content {
         flex-direction: column;
         gap: 0.75rem;
-        align-items: start;
+        align-items: flex-start;
     }
 
     .device-grid {
@@ -536,4 +767,9 @@ body {
     .main-content {
         padding: 1rem;
     }
+
+    .stats {
+        flex-wrap: wrap;
+        gap: 0.75rem;
+    }
 }
diff --git a/dashboard/static/css/sessions.css b/dashboard/static/css/sessions.css
index 363423c..dc093ba 100644
--- a/dashboard/static/css/sessions.css
+++ b/dashboard/static/css/sessions.css
@@ -1,208 +1,423 @@
 /**
- * Video Learning Sessions Page Styles
+ * Video Learning Sessions Page - Industrial Cyber Console
+ * 任务列表页面样式
  */
 
-/* Sessions Grid */
-.sessions-grid {
-    display: grid;
-    grid-template-columns: repeat(auto-fill, minmax(350px, 1fr));
-    gap: 20px;
-    padding: 20px;
+/* 导入核心样式 */
+@import url('./cyber-core.css');
+
+/* ==================== 页面容器 ==================== */
+.sessions-page {
+    min-height: 100vh;
+    padding: 2rem;
 }
 
-/* Session Card */
+/* ==================== 页面标题 ==================== */
+.page-header {
+    text-align: center;
+    margin-bottom: 3rem;
+    position: relative;
+}
+
+.page-header h1 {
+    font-size: 2rem;
+    font-weight: 700;
+    color: var(--cyber-green);
+    text-transform: uppercase;
+    letter-spacing: 0.2em;
+    text-shadow: 0 0 30px var(--cyber-green-dim);
+    margin-bottom: 0.5rem;
+}
+
+.page-header h1::before {
+    content: '>';
+    margin-right: 0.75rem;
+    animation: blink 1s step-end infinite;
+}
+
+.page-header p {
+    color: var(--cyber-text-secondary);
+    font-family: var(--cyber-font-mono);
+    font-size: 0.85rem;
+}
+
+.page-header p::before {
+    content: '// ';
+    color: var(--cyber-green);
+}
+
+/* ==================== Sessions Grid ==================== */
+.sessions-grid {
+    display: grid;
+    grid-template-columns: repeat(auto-fill, minmax(380px, 1fr));
+    gap: 1.5rem;
+    padding: 1rem 0;
+}
+
+/* ==================== Session Card ==================== */
 .session-card {
-    background: white;
-    border-radius: 8px;
-    padding: 20px;
-    box-shadow: 0 2px 8px rgba(0, 0, 0, 0.1);
-    transition: transform 0.2s, box-shadow 0.2s;
+    background: linear-gradient(135deg, var(--cyber-bg-secondary) 0%, var(--cyber-bg-tertiary) 100%);
+    border: 1px solid var(--cyber-border);
+    padding: 1.5rem;
+    position: relative;
+    transition: var(--cyber-transition-normal);
+    overflow: hidden;
+}
+
+.session-card::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    height: 3px;
+    background: linear-gradient(90deg, transparent, var(--cyber-green), transparent);
+    opacity: 0;
+    transition: var(--cyber-transition-normal);
+}
+
+.session-card::after {
+    content: '';
+    position: absolute;
+    top: 1rem;
+    right: 1rem;
+    width: 8px;
+    height: 8px;
+    border-radius: 50%;
+    background: var(--cyber-text-muted);
+    box-shadow: 0 0 10px currentColor;
+    transition: var(--cyber-transition-normal);
 }
 
 .session-card:hover {
-    transform: translateY(-2px);
-    box-shadow: 0 4px 12px rgba(0, 0, 0, 0.15);
+    border-color: var(--cyber-green);
+    box-shadow: 0 0 30px var(--cyber-green-dim);
+    transform: translateY(-4px);
+}
+
+.session-card:hover::before {
+    opacity: 1;
 }
 
 .session-card.completed {
-    opacity: 0.8;
+    opacity: 0.7;
 }
 
-/* Session Header */
+.session-card.completed::after {
+    background: var(--cyber-text-muted);
+}
+
+/* ==================== Session Header ==================== */
 .session-header {
     display: flex;
     justify-content: space-between;
     align-items: center;
-    margin-bottom: 12px;
+    margin-bottom: 1rem;
+    position: relative;
 }
 
 .session-platform {
+    font-size: 0.95rem;
     font-weight: 600;
-    font-size: 16px;
     display: flex;
     align-items: center;
-    gap: 8px;
+    gap: 0.75rem;
+    font-family: var(--cyber-font-display);
+    text-transform: uppercase;
+    letter-spacing: 0.1em;
+    color: var(--cyber-text-primary);
 }
 
 .session-platform::before {
-    content: '';
-    width: 24px;
-    height: 24px;
-    background-size: contain;
-    background-repeat: no-repeat;
+    content: '◆';
+    color: var(--cyber-green);
+    font-size: 0.7rem;
 }
 
-/* Session Status */
+/* ==================== Session Status ==================== */
 .session-status {
-    padding: 4px 12px;
-    border-radius: 12px;
-    font-size: 12px;
-    font-weight: 500;
+    padding: 0.3rem 0.75rem;
+    font-size: 0.65rem;
+    font-weight: 600;
     text-transform: uppercase;
+    letter-spacing: 0.1em;
+    font-family: var(--cyber-font-display);
+    border: 1px solid;
 }
 
 .session-status.status-active {
-    background: #10b981;
-    color: white;
+    background: var(--cyber-green-dim);
+    color: var(--cyber-green);
+    border-color: var(--cyber-green);
+    animation: pulse 2s infinite;
 }
 
 .session-status.status-paused {
-    background: #f59e0b;
-    color: white;
+    background: var(--cyber-amber-dim);
+    color: var(--cyber-amber);
+    border-color: var(--cyber-amber);
 }
 
 .session-status.status-completed {
-    background: #6b7280;
-    color: white;
+    background: rgba(148, 163, 184, 0.15);
+    color: var(--cyber-text-secondary);
+    border-color: var(--cyber-text-muted);
 }
 
-/* Session ID */
+/* ==================== Session ID ==================== */
 .session-id {
-    margin-bottom: 12px;
-    padding: 8px 12px;
-    background: #f3f4f6;
-    border-radius: 4px;
+    margin-bottom: 1rem;
+    padding: 0.75rem;
+    background: var(--cyber-bg-primary);
+    border: 1px solid var(--cyber-border);
+    position: relative;
+}
+
+.session-id::before {
+    content: 'SESSION_ID';
+    position: absolute;
+    top: -0.5rem;
+    left: 0.5rem;
+    background: var(--cyber-bg-secondary);
+    padding: 0 0.5rem;
+    font-size: 0.55rem;
+    font-family: var(--cyber-font-display);
+    color: var(--cyber-text-muted);
+    letter-spacing: 0.05em;
 }
 
 .session-id small {
     display: block;
-    font-size: 11px;
-    color: #6b7280;
-    margin-bottom: 4px;
+    font-size: 0.65rem;
+    color: var(--cyber-text-muted);
+    margin-bottom: 0.35rem;
+    font-family: var(--cyber-font-mono);
+}
+
+.session-id small::before {
+    content: '// ';
+    color: var(--cyber-border-bright);
 }
 
 .session-id code {
-    font-family: 'Monaco', 'Consolas', monospace;
-    font-size: 12px;
-    color: #374151;
+    font-family: var(--cyber-font-mono);
+    font-size: 0.75rem;
+    color: var(--cyber-green);
+    word-break: break-all;
+    display: block;
 }
 
-/* Session Progress */
+/* ==================== Session Progress ==================== */
 .session-progress {
-    margin-bottom: 12px;
+    margin-bottom: 1rem;
 }
 
 .progress-info {
     display: flex;
     justify-content: space-between;
-    font-size: 14px;
-    color: #374151;
-    margin-bottom: 6px;
+    font-size: 0.75rem;
+    color: var(--cyber-text-secondary);
+    margin-bottom: 0.5rem;
+    font-family: var(--cyber-font-mono);
+}
+
+.progress-info span:first-child::before {
+    content: 'PROGRESS::';
+    color: var(--cyber-green);
+    margin-right: 0.35rem;
 }
 
 .progress-bar {
-    height: 8px;
-    background: #e5e7eb;
-    border-radius: 4px;
+    height: 6px;
+    background: var(--cyber-bg-primary);
+    border: 1px solid var(--cyber-border);
     overflow: hidden;
+    position: relative;
+}
+
+.progress-bar::after {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background: repeating-linear-gradient(
+        90deg,
+        transparent,
+        transparent 2px,
+        rgba(0, 0, 0, 0.3) 2px,
+        rgba(0, 0, 0, 0.3) 4px
+    );
 }
 
 .progress-fill {
     height: 100%;
-    background: linear-gradient(90deg, #3b82f6, #8b5cf6);
-    transition: width 0.3s ease;
+    background: linear-gradient(90deg, var(--cyber-green), var(--cyber-blue));
+    transition: width 0.5s ease;
+    box-shadow: 0 0 10px var(--cyber-green-glow);
+    position: relative;
 }
 
-/* Session Duration */
+.progress-fill::after {
+    content: '';
+    position: absolute;
+    right: 0;
+    top: 0;
+    bottom: 0;
+    width: 15px;
+    background: linear-gradient(90deg, transparent, rgba(255, 255, 255, 0.3));
+    animation: shimmer 2s infinite;
+}
+
+/* ==================== Session Duration ==================== */
 .session-duration {
     display: flex;
     align-items: center;
-    gap: 6px;
-    margin-bottom: 16px;
-    font-size: 14px;
-    color: #6b7280;
+    gap: 0.5rem;
+    margin-bottom: 1.25rem;
+    font-size: 0.75rem;
+    color: var(--cyber-text-muted);
+    font-family: var(--cyber-font-mono);
 }
 
-/* Session Actions */
+.session-duration::before {
+    content: '⏱';
+    color: var(--cyber-green);
+    font-size: 0.85rem;
+}
+
+/* ==================== Session Actions ==================== */
 .session-actions {
     display: flex;
-    gap: 8px;
+    gap: 0.5rem;
     flex-wrap: wrap;
 }
 
 .session-actions .btn {
     flex: 1;
     min-width: 80px;
+    font-size: 0.7rem;
+    padding: 0.5rem 0.75rem;
 }
 
-/* Empty State */
+/* ==================== Empty State ==================== */
 .empty-state {
     text-align: center;
-    padding: 80px 20px;
-    color: #6b7280;
+    padding: 6rem 2rem;
+    color: var(--cyber-text-muted);
+    position: relative;
+}
+
+.empty-state::before {
+    content: '';
+    position: absolute;
+    top: 50%;
+    left: 50%;
+    transform: translate(-50%, -50%);
+    width: 300px;
+    height: 300px;
+    border: 1px dashed var(--cyber-border);
+    border-radius: 50%;
+    animation: pulse 4s infinite;
 }
 
 .empty-state svg {
-    margin-bottom: 20px;
-    color: #d1d5db;
+    margin-bottom: 2rem;
+    color: var(--cyber-text-muted);
+    opacity: 0.3;
+    position: relative;
+    z-index: 1;
 }
 
 .empty-state h2 {
-    font-size: 24px;
-    margin-bottom: 8px;
-    color: #374151;
+    font-size: 1.5rem;
+    margin-bottom: 0.75rem;
+    color: var(--cyber-text-secondary);
+    font-family: var(--cyber-font-display);
+    text-transform: uppercase;
+    letter-spacing: 0.1em;
+    position: relative;
+    z-index: 1;
 }
 
 .empty-state p {
-    font-size: 16px;
-    margin-bottom: 24px;
+    font-size: 0.9rem;
+    margin-bottom: 2rem;
+    position: relative;
+    z-index: 1;
 }
 
-/* Button Styles */
+.empty-state .btn {
+    position: relative;
+    z-index: 1;
+}
+
+/* ==================== Button Styles ==================== */
 .btn-sm {
-    padding: 6px 12px;
-    font-size: 13px;
+    padding: 0.5rem 0.75rem;
+    font-size: 0.7rem;
 }
 
-/* Toast Notifications */
+/* ==================== Toast Notifications ==================== */
 .toast-container {
     position: fixed;
-    bottom: 20px;
-    right: 20px;
+    bottom: 2rem;
+    right: 2rem;
     z-index: 1000;
+    display: flex;
+    flex-direction: column;
+    gap: 0.5rem;
 }
 
 .toast {
-    padding: 12px 20px;
-    border-radius: 6px;
-    margin-bottom: 10px;
-    box-shadow: 0 4px 12px rgba(0, 0, 0, 0.15);
+    padding: 0.75rem 1rem;
+    border: 1px solid;
+    font-size: 0.8rem;
+    font-family: var(--cyber-font-mono);
+    position: relative;
+    overflow: hidden;
     animation: slideIn 0.3s ease;
+    backdrop-filter: blur(10px);
+}
+
+.toast::before {
+    content: '';
+    position: absolute;
+    left: 0;
+    top: 0;
+    bottom: 0;
+    width: 3px;
 }
 
 .toast.info {
-    background: #3b82f6;
-    color: white;
+    background: var(--cyber-blue-dim);
+    color: var(--cyber-blue);
+    border-color: var(--cyber-blue);
+}
+
+.toast.info::before {
+    background: var(--cyber-blue);
 }
 
 .toast.success {
+    background: rgba(16, 185, 129, 0.2);
+    color: #10b981;
+    border-color: #10b981;
+}
+
+.toast.success::before {
     background: #10b981;
-    color: white;
 }
 
 .toast.error {
-    background: #ef4444;
-    color: white;
+    background: var(--cyber-red-dim);
+    color: var(--cyber-red);
+    border-color: var(--cyber-red);
+}
+
+.toast.error::before {
+    background: var(--cyber-red);
 }
 
 @keyframes slideIn {
@@ -216,12 +431,64 @@
     }
 }
 
-/* Responsive Design */
+/* ==================== Loading State ==================== */
+.loading-state {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    justify-content: center;
+    padding: 4rem 2rem;
+    color: var(--cyber-text-muted);
+}
+
+.loading-state svg {
+    width: 48px;
+    height: 48px;
+    margin-bottom: 1rem;
+    color: var(--cyber-green);
+    animation: spin 1s linear infinite;
+}
+
+.loading-state p {
+    font-family: var(--cyber-font-mono);
+    font-size: 0.85rem;
+}
+
+.loading-state p::before {
+    content: 'LOADING...';
+    color: var(--cyber-green);
+    animation: blink 1s step-end infinite;
+}
+
+/* ==================== 装饰性元素 ==================== */
+.sessions-grid::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background:
+        radial-gradient(circle at 20% 30%, rgba(0, 255, 159, 0.03) 0%, transparent 50%),
+        radial-gradient(circle at 80% 70%, rgba(0, 212, 255, 0.03) 0%, transparent 50%);
+    pointer-events: none;
+    z-index: -1;
+}
+
+/* ==================== Responsive Design ==================== */
 @media (max-width: 768px) {
+    .sessions-page {
+        padding: 1rem;
+    }
+
     .sessions-grid {
         grid-template-columns: 1fr;
     }
 
+    .page-header h1 {
+        font-size: 1.5rem;
+    }
+
     .session-actions {
         flex-direction: column;
     }
@@ -229,4 +496,93 @@
     .session-actions .btn {
         width: 100%;
     }
+
+    .toast-container {
+        left: 1rem;
+        right: 1rem;
+        bottom: 1rem;
+    }
+}
+
+/* ==================== 删除按钮特殊样式 ==================== */
+.btn-delete {
+    background: var(--cyber-red-dim);
+    color: var(--cyber-red);
+    border-color: var(--cyber-red);
+}
+
+.btn-delete:hover:not(:disabled) {
+    background: var(--cyber-red);
+    color: white;
+    box-shadow: var(--cyber-glow-red);
+}
+
+/* ==================== 详情按钮特殊样式 ==================== */
+.btn-details {
+    background: var(--cyber-blue-dim);
+    color: var(--cyber-blue);
+    border-color: var(--cyber-blue);
+}
+
+.btn-details:hover:not(:disabled) {
+    background: var(--cyber-blue);
+    color: var(--cyber-bg-primary);
+    box-shadow: var(--cyber-glow-blue);
+}
+
+/* ==================== 控制按钮 ==================== */
+.btn-control {
+    background: var(--cyber-green-dim);
+    color: var(--cyber-green);
+    border-color: var(--cyber-green);
+}
+
+.btn-control:hover:not(:disabled) {
+    background: var(--cyber-green);
+    color: var(--cyber-bg-primary);
+    box-shadow: var(--cyber-glow-green);
+}
+
+.btn-control.paused {
+    background: var(--cyber-amber-dim);
+    color: var(--cyber-amber);
+    border-color: var(--cyber-amber);
+}
+
+.btn-control.paused:hover:not(:disabled) {
+    background: var(--cyber-amber);
+    color: var(--cyber-bg-primary);
+}
+
+/* ==================== 过滤器样式 ==================== */
+.sessions-filter {
+    display: flex;
+    gap: 1rem;
+    margin-bottom: 2rem;
+    justify-content: center;
+    flex-wrap: wrap;
+}
+
+.filter-btn {
+    padding: 0.5rem 1rem;
+    background: transparent;
+    border: 1px solid var(--cyber-border);
+    color: var(--cyber-text-secondary);
+    font-family: var(--cyber-font-display);
+    font-size: 0.75rem;
+    text-transform: uppercase;
+    letter-spacing: 0.05em;
+    cursor: pointer;
+    transition: var(--cyber-transition-fast);
+}
+
+.filter-btn:hover {
+    border-color: var(--cyber-green);
+    color: var(--cyber-green);
+}
+
+.filter-btn.active {
+    background: var(--cyber-green-dim);
+    border-color: var(--cyber-green);
+    color: var(--cyber-green);
 }
diff --git a/dashboard/static/css/video-learning.css b/dashboard/static/css/video-learning.css
index 8417779..d322723 100644
--- a/dashboard/static/css/video-learning.css
+++ b/dashboard/static/css/video-learning.css
@@ -1,20 +1,48 @@
-/* Video Learning Module Styles */
+/**
+ * Video Learning Page - Industrial Cyber Console
+ * 视频学习页面样式
+ */
 
-/* Header modifications */
+/* 导入核心样式 */
+@import url('./cyber-core.css');
+
+/* ==================== Header 特殊样式 ==================== */
 .header h1 {
     display: flex;
     align-items: center;
     gap: 0.75rem;
 }
 
-/* Configuration Section */
+/* ==================== 配置区域 ==================== */
 .config-section {
-    background-color: var(--card-bg);
-    border: 1px solid var(--border-color);
-    border-radius: 12px;
+    background: linear-gradient(135deg, var(--cyber-bg-secondary) 0%, var(--cyber-bg-tertiary) 100%);
+    border: 1px solid var(--cyber-border);
     padding: 2rem;
     max-width: 800px;
     margin: 0 auto;
+    position: relative;
+}
+
+.config-section::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    height: 2px;
+    background: linear-gradient(90deg, transparent, var(--cyber-green), transparent);
+}
+
+.config-section::after {
+    content: 'CONFIG_MODE';
+    position: absolute;
+    top: 0.5rem;
+    right: 1rem;
+    font-size: 0.6rem;
+    font-family: var(--cyber-font-display);
+    color: var(--cyber-green);
+    opacity: 0.5;
+    letter-spacing: 0.1em;
 }
 
 .config-form {
@@ -27,39 +55,70 @@
     display: flex;
     flex-direction: column;
     gap: 0.5rem;
+    position: relative;
 }
 
 .form-group label {
-    font-size: 0.875rem;
+    font-size: 0.8rem;
     font-weight: 500;
-    color: var(--text-primary);
+    font-family: var(--cyber-font-display);
+    color: var(--cyber-text-secondary);
+    text-transform: uppercase;
+    letter-spacing: 0.05em;
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
+}
+
+.form-group label::before {
+    content: '>';
+    color: var(--cyber-green);
+    font-size: 0.7rem;
 }
 
 .form-group select,
-.form-group input {
+.form-group input[type="text"],
+.form-group input[type="number"] {
     padding: 0.75rem 1rem;
-    background-color: var(--bg-color);
-    border: 1px solid var(--border-color);
-    border-radius: 8px;
-    color: var(--text-primary);
-    font-size: 0.95rem;
+    background: var(--cyber-bg-primary);
+    border: 1px solid var(--cyber-border);
+    color: var(--cyber-text-primary);
+    font-size: 0.9rem;
+    font-family: var(--cyber-font-mono);
+    transition: var(--cyber-transition-fast);
+    position: relative;
 }
 
 .form-group select:focus,
 .form-group input:focus {
     outline: none;
-    border-color: var(--primary-color);
+    border-color: var(--cyber-green);
+    box-shadow: 0 0 15px var(--cyber-green-dim), inset 0 0 10px var(--cyber-green-dim);
 }
 
 .form-group select:disabled,
 .form-group input:disabled {
-    opacity: 0.5;
+    opacity: 0.4;
     cursor: not-allowed;
 }
 
+.form-group select option {
+    background: var(--cyber-bg-secondary);
+    color: var(--cyber-text-primary);
+}
+
 .form-group small {
-    font-size: 0.75rem;
-    color: var(--text-secondary);
+    font-size: 0.7rem;
+    color: var(--cyber-text-muted);
+    font-family: var(--cyber-font-mono);
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
+}
+
+.form-group small::before {
+    content: '//';
+    color: var(--cyber-border-bright);
 }
 
 .form-row {
@@ -68,12 +127,73 @@
     gap: 1rem;
 }
 
-/* Session Section */
+/* 复选框组 */
+.checkbox-group {
+    flex-direction: row;
+    align-items: center;
+    gap: 1rem !important;
+}
+
+.checkbox-group label {
+    flex-direction: row;
+    cursor: pointer;
+}
+
+.checkbox-group label::before {
+    display: none;
+}
+
+.checkbox-group input[type="checkbox"] {
+    appearance: none;
+    width: 20px;
+    height: 20px;
+    border: 2px solid var(--cyber-border);
+    background: var(--cyber-bg-primary);
+    cursor: pointer;
+    position: relative;
+    transition: var(--cyber-transition-fast);
+}
+
+.checkbox-group input[type="checkbox"]:checked {
+    background: var(--cyber-green);
+    border-color: var(--cyber-green);
+    box-shadow: 0 0 10px var(--cyber-green-glow);
+}
+
+.checkbox-group input[type="checkbox"]:checked::after {
+    content: '✓';
+    position: absolute;
+    top: 50%;
+    left: 50%;
+    transform: translate(-50%, -50%);
+    color: var(--cyber-bg-primary);
+    font-size: 0.8rem;
+    font-weight: bold;
+}
+
+.checkbox-group span {
+    font-size: 0.85rem;
+    color: var(--cyber-text-primary);
+}
+
+/* ==================== 会话区域 ==================== */
 .session-section {
-    background-color: var(--card-bg);
-    border: 1px solid var(--border-color);
-    border-radius: 12px;
+    background: linear-gradient(135deg, var(--cyber-bg-secondary) 0%, var(--cyber-bg-tertiary) 100%);
+    border: 1px solid var(--cyber-border);
     padding: 2rem;
+    position: relative;
+    overflow: hidden;
+}
+
+.session-section::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    height: 2px;
+    background: linear-gradient(90deg, var(--cyber-green), var(--cyber-blue), var(--cyber-green));
+    animation: dataFlow 3s linear infinite;
 }
 
 .session-header {
@@ -81,12 +201,24 @@
     justify-content: space-between;
     align-items: center;
     margin-bottom: 1.5rem;
+    position: relative;
 }
 
 .session-header h2 {
-    font-size: 1.25rem;
+    font-size: 1.1rem;
     font-weight: 600;
-    color: var(--text-primary);
+    color: var(--cyber-green);
+    text-transform: uppercase;
+    letter-spacing: 0.1em;
+    display: flex;
+    align-items: center;
+    gap: 0.75rem;
+}
+
+.session-header h2::before {
+    content: '◆';
+    font-size: 0.8rem;
+    animation: pulse 2s infinite;
 }
 
 .session-controls {
@@ -94,71 +226,181 @@
     gap: 0.5rem;
 }
 
-/* Progress Section */
+/* ==================== 进度条 ==================== */
 .progress-section {
-    background-color: var(--bg-color);
-    border-radius: 8px;
+    background: var(--cyber-bg-primary);
+    border: 1px solid var(--cyber-border);
     padding: 1.5rem;
     margin-bottom: 1.5rem;
+    position: relative;
+}
+
+.progress-section::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    width: 4px;
+    height: 100%;
+    background: linear-gradient(180deg, var(--cyber-green), transparent);
 }
 
 .progress-info {
     display: flex;
     justify-content: space-between;
-    margin-bottom: 0.5rem;
-    font-size: 0.875rem;
-    color: var(--text-secondary);
+    margin-bottom: 0.75rem;
+    font-size: 0.85rem;
+    color: var(--cyber-text-secondary);
+    font-family: var(--cyber-font-mono);
+}
+
+.progress-info span:first-child::before {
+    content: 'PROGRESS::';
+    color: var(--cyber-green);
+    margin-right: 0.5rem;
+}
+
+.progress-info span:last-child::after {
+    content: '%';
+    color: var(--cyber-green);
 }
 
 .progress-bar-large {
-    height: 8px;
-    background-color: rgba(99, 102, 241, 0.2);
-    border-radius: 4px;
+    height: 10px;
+    background: var(--cyber-bg-secondary);
+    border: 1px solid var(--cyber-border);
     overflow: hidden;
+    position: relative;
+}
+
+.progress-bar-large::after {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background: repeating-linear-gradient(
+        90deg,
+        transparent,
+        transparent 4px,
+        rgba(0, 0, 0, 0.4) 4px,
+        rgba(0, 0, 0, 0.4) 8px
+    );
 }
 
 .progress-fill {
     height: 100%;
-    background-color: var(--primary-color);
-    transition: width 0.3s ease;
+    background: linear-gradient(90deg, var(--cyber-green), var(--cyber-blue));
+    transition: width 0.5s ease;
+    position: relative;
+    box-shadow: 0 0 15px var(--cyber-green-glow);
+}
+
+.progress-fill::after {
+    content: '';
+    position: absolute;
+    right: 0;
+    top: 0;
+    bottom: 0;
+    width: 20px;
+    background: linear-gradient(90deg, transparent, rgba(255, 255, 255, 0.3));
+    animation: shimmer 1.5s infinite;
+}
+
+@keyframes shimmer {
+    0% { opacity: 0; }
+    50% { opacity: 1; }
+    100% { opacity: 0; }
 }
 
 .progress-stats {
-    margin-top: 0.5rem;
-    font-size: 0.8rem;
-    color: var(--text-secondary);
+    margin-top: 0.75rem;
+    font-size: 0.75rem;
+    color: var(--cyber-text-muted);
+    font-family: var(--cyber-font-mono);
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
 }
 
-/* Current Video */
+.progress-stats::before {
+    content: '⏱';
+    color: var(--cyber-green);
+}
+
+/* ==================== 当前视频 ==================== */
 .current-video {
     margin-bottom: 2rem;
 }
 
 .current-video h3 {
-    font-size: 1rem;
+    font-size: 0.95rem;
     font-weight: 600;
-    color: var(--text-primary);
+    color: var(--cyber-text-primary);
     margin-bottom: 1rem;
+    font-family: var(--cyber-font-display);
+    text-transform: uppercase;
+    letter-spacing: 0.1em;
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
 }
 
-/* Video Cards */
+.current-video h3::before {
+    content: '▶';
+    color: var(--cyber-green);
+    font-size: 0.7rem;
+}
+
+/* ==================== 视频卡片 ==================== */
 .video-card {
-    background-color: var(--bg-color);
-    border: 1px solid var(--border-color);
-    border-radius: 8px;
+    background: var(--cyber-bg-primary);
+    border: 1px solid var(--cyber-border);
     overflow: hidden;
-    transition: border-color 0.2s;
+    transition: var(--cyber-transition-normal);
+    position: relative;
+}
+
+.video-card::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    border: 1px solid transparent;
+    transition: var(--cyber-transition-normal);
+    pointer-events: none;
 }
 
 .video-card:hover {
-    border-color: var(--primary-color);
+    border-color: var(--cyber-green);
+    box-shadow: 0 0 20px var(--cyber-green-dim);
+}
+
+.video-card:hover::before {
+    border-color: var(--cyber-green);
+    opacity: 0.3;
 }
 
 .video-screenshot {
     width: 100%;
     aspect-ratio: 9/16;
-    background-color: #000;
+    background: #000;
     overflow: hidden;
+    position: relative;
+}
+
+.video-screenshot::after {
+    content: '';
+    position: absolute;
+    top: 10px;
+    left: 10px;
+    right: 10px;
+    bottom: 10px;
+    border: 1px solid rgba(0, 255, 159, 0.2);
+    pointer-events: none;
 }
 
 .video-screenshot img {
@@ -170,105 +412,180 @@
 .video-placeholder {
     width: 100%;
     aspect-ratio: 9/16;
-    background-color: var(--bg-color);
+    background: var(--cyber-bg-secondary);
     display: flex;
     align-items: center;
     justify-content: center;
-    color: var(--text-secondary);
+    color: var(--cyber-text-muted);
+    position: relative;
+}
+
+.video-placeholder::before {
+    content: 'NO_SIGNAL';
+    position: absolute;
+    bottom: 1rem;
+    font-size: 0.6rem;
+    font-family: var(--cyber-font-display);
+    color: var(--cyber-red);
+    animation: blink 2s infinite;
 }
 
 .video-info {
     padding: 1rem;
+    background: var(--cyber-bg-secondary);
+    border-top: 1px solid var(--cyber-border);
 }
 
 .video-id {
-    font-size: 0.75rem;
+    font-size: 0.7rem;
     font-weight: 600;
-    color: var(--primary-color);
+    color: var(--cyber-green);
     margin-bottom: 0.5rem;
+    font-family: var(--cyber-font-mono);
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
+}
+
+.video-id::before {
+    content: '#';
 }
 
 .video-description {
-    font-size: 0.875rem;
-    color: var(--text-primary);
-    margin-bottom: 0.5rem;
-    line-height: 1.4;
+    font-size: 0.85rem;
+    color: var(--cyber-text-primary);
+    margin-bottom: 0.75rem;
+    line-height: 1.5;
 }
 
 .video-stats {
     display: flex;
-    gap: 1rem;
+    gap: 1.25rem;
     font-size: 0.75rem;
-    color: var(--text-secondary);
+    color: var(--cyber-text-secondary);
 }
 
 .video-stats span {
     display: flex;
     align-items: center;
-    gap: 0.25rem;
+    gap: 0.35rem;
 }
 
 .video-stats svg {
-    flex-shrink: 0;
+    color: var(--cyber-green);
 }
 
-/* Category Badge */
+/* 分类标签 */
 .video-category {
-    margin-top: 0.5rem;
+    margin-top: 0.75rem;
 }
 
 .category-badge {
-    display: inline-block;
-    padding: 0.2rem 0.5rem;
-    background-color: rgba(99, 102, 241, 0.2);
-    color: var(--primary-color);
-    border-radius: 4px;
-    font-size: 0.7rem;
+    display: inline-flex;
+    align-items: center;
+    padding: 0.25rem 0.6rem;
+    background: var(--cyber-green-dim);
+    color: var(--cyber-green);
+    border: 1px solid var(--cyber-green);
+    font-size: 0.65rem;
     font-weight: 500;
+    font-family: var(--cyber-font-display);
+    text-transform: uppercase;
+    letter-spacing: 0.05em;
 }
 
-/* Tags */
+.category-badge::before {
+    content: '◆';
+    margin-right: 0.35rem;
+    font-size: 0.5rem;
+}
+
+/* 标签 */
 .video-tags {
     display: flex;
     flex-wrap: wrap;
-    gap: 0.25rem;
-    margin-top: 0.5rem;
+    gap: 0.35rem;
+    margin-top: 0.75rem;
 }
 
 .video-tags .tag {
     font-size: 0.65rem;
-    color: var(--text-secondary);
-    background-color: var(--bg-color);
-    padding: 0.15rem 0.4rem;
-    border-radius: 3px;
+    color: var(--cyber-text-secondary);
+    background: var(--cyber-bg-primary);
+    padding: 0.2rem 0.5rem;
+    border: 1px solid var(--cyber-border);
+    font-family: var(--cyber-font-mono);
 }
 
-/* Session Complete */
+.video-tags .tag::before {
+    content: '#';
+    color: var(--cyber-green);
+}
+
+/* ==================== 会话完成 ==================== */
 .session-complete {
     text-align: center;
     padding: 3rem 2rem;
+    position: relative;
+}
+
+.session-complete::before {
+    content: '';
+    position: absolute;
+    top: 50%;
+    left: 50%;
+    transform: translate(-50%, -50%);
+    width: 250px;
+    height: 250px;
+    border: 2px solid var(--cyber-green);
+    border-radius: 50%;
+    opacity: 0.1;
+    animation: pulse 3s infinite;
 }
 
 .complete-icon {
     display: flex;
     justify-content: center;
-    margin-bottom: 1rem;
-    color: var(--success-color);
+    margin-bottom: 1.5rem;
+    position: relative;
+}
+
+.complete-icon svg {
+    color: var(--cyber-green);
+    filter: drop-shadow(0 0 15px var(--cyber-green));
+    animation: successPulse 2s ease-in-out infinite;
+}
+
+@keyframes successPulse {
+    0%, 100% {
+        transform: scale(1);
+        filter: drop-shadow(0 0 15px var(--cyber-green));
+    }
+    50% {
+        transform: scale(1.05);
+        filter: drop-shadow(0 0 25px var(--cyber-green));
+    }
 }
 
 .session-complete h3 {
     font-size: 1.5rem;
     font-weight: 600;
-    color: var(--text-primary);
-    margin-bottom: 0.5rem;
+    color: var(--cyber-green);
+    margin-bottom: 0.75rem;
+    font-family: var(--cyber-font-display);
+    text-transform: uppercase;
+    letter-spacing: 0.1em;
+    text-shadow: 0 0 20px var(--cyber-green-dim);
 }
 
 .session-complete p {
-    color: var(--text-secondary);
-    margin-bottom: 1.5rem;
+    color: var(--cyber-text-secondary);
+    margin-bottom: 2rem;
+    font-family: var(--cyber-font-mono);
+    font-size: 0.9rem;
 }
 
-/* Video Grid */
+/* ==================== 视频网格 ==================== */
 .video-grid {
     display: grid;
     grid-template-columns: repeat(auto-fill, minmax(200px, 1fr));
@@ -284,19 +601,31 @@
     aspect-ratio: 9/16;
 }
 
-/* History Section */
+/* ==================== 历史记录 ==================== */
 .history-section {
     margin-top: 2rem;
 }
 
 .history-section h2 {
-    font-size: 1.25rem;
+    font-size: 1.1rem;
     font-weight: 600;
-    color: var(--text-primary);
+    color: var(--cyber-text-primary);
     margin-bottom: 1rem;
+    font-family: var(--cyber-font-display);
+    text-transform: uppercase;
+    letter-spacing: 0.1em;
+    display: flex;
+    align-items: center;
+    gap: 0.75rem;
 }
 
-/* Responsive */
+.history-section h2::before {
+    content: '◆';
+    color: var(--cyber-green);
+    font-size: 0.8rem;
+}
+
+/* ==================== 响应式 ==================== */
 @media (max-width: 768px) {
     .form-row {
         grid-template-columns: 1fr;
@@ -311,4 +640,9 @@
     .video-grid {
         grid-template-columns: repeat(auto-fill, minmax(150px, 1fr));
     }
+
+    .config-section,
+    .session-section {
+        padding: 1.5rem;
+    }
 }