diff --git a/web/static/css/style.css b/web/static/css/style.css
index 1c82929a..09f40700 100644
--- a/web/static/css/style.css
+++ b/web/static/css/style.css
@@ -21692,12 +21692,12 @@ tr.mcp-stats-tool-row[data-tool-name]:focus-visible {
     padding-top: 18px;
     border-top: 1px dashed rgba(0, 0, 0, 0.08);
     display: grid;
-    grid-template-columns: minmax(0, 1.5fr) minmax(0, 1fr);
-    gap: 24px;
+    grid-template-columns: minmax(0, 1fr) minmax(280px, 380px);
+    gap: 16px;
     align-items: center;
 }
 
-@media (max-width: 980px) {
+@media (max-width: 900px) {
     .dashboard-severity-status {
         grid-template-columns: minmax(0, 1fr);
         gap: 16px;
@@ -21707,12 +21707,14 @@ tr.mcp-stats-tool-row[data-tool-name]:focus-visible {
 .dashboard-severity-status-grid {
     display: grid;
     grid-template-columns: repeat(5, minmax(0, 1fr));
-    gap: 10px;
+    gap: 12px;
+    min-width: 0;
 }
 
 @media (max-width: 1180px) {
     .dashboard-severity-status-grid {
-        grid-template-columns: repeat(3, minmax(0, 1fr));
+        grid-template-columns: repeat(5, minmax(0, 1fr));
+        gap: 8px;
     }
 }
 
@@ -21723,10 +21725,13 @@ tr.mcp-stats-tool-row[data-tool-name]:focus-visible {
 }
 
 .dashboard-severity-status-cell {
+    position: relative;
     display: flex;
+    flex-direction: column;
     align-items: center;
-    gap: 10px;
-    padding: 10px 12px;
+    justify-content: center;
+    min-height: 64px;
+    padding: 14px 8px 10px;
     border-radius: 10px;
     background: #fafbfc;
     border: 1px solid rgba(0, 0, 0, 0.05);
@@ -21750,49 +21755,71 @@ tr.mcp-stats-tool-row[data-tool-name]:focus-visible {
 }
 
 .dashboard-severity-status-icon {
-    width: 30px;
-    height: 30px;
-    border-radius: 8px;
-    display: inline-flex;
-    align-items: center;
-    justify-content: center;
-    flex-shrink: 0;
+    display: none;
 }
 
-.dashboard-severity-status-cell.s-open .dashboard-severity-status-icon       { background: rgba(239, 68, 68, 0.10);  color: #dc2626; }
-.dashboard-severity-status-cell.s-confirmed .dashboard-severity-status-icon  { background: rgba(245, 158, 11, 0.12); color: #d97706; }
-.dashboard-severity-status-cell.s-fixed .dashboard-severity-status-icon      { background: rgba(34, 197, 94, 0.12);  color: #16a34a; }
-.dashboard-severity-status-cell.s-fp .dashboard-severity-status-icon         { background: rgba(148, 163, 184, 0.18); color: #64748b; }
-.dashboard-severity-status-cell.s-ignored .dashboard-severity-status-icon    { background: rgba(100, 116, 139, 0.16); color: #64748b; }
+.dashboard-severity-status-cell.s-open       { border-color: rgba(239, 68, 68, 0.20); background: rgba(239, 68, 68, 0.035); }
+.dashboard-severity-status-cell.s-confirmed  { border-color: rgba(245, 158, 11, 0.20); background: rgba(245, 158, 11, 0.035); }
+.dashboard-severity-status-cell.s-fixed      { border-color: rgba(34, 197, 94, 0.20); background: rgba(34, 197, 94, 0.035); }
+.dashboard-severity-status-cell.s-ignored    { border-color: rgba(100, 116, 139, 0.22); background: rgba(100, 116, 139, 0.04); }
+.dashboard-severity-status-cell.s-fp         { border-color: rgba(148, 163, 184, 0.22); background: rgba(148, 163, 184, 0.04); }
+
+.dashboard-severity-status-cell.s-open .dashboard-severity-status-value       { color: #ef4444; }
+.dashboard-severity-status-cell.s-confirmed .dashboard-severity-status-value  { color: #f59e0b; }
+.dashboard-severity-status-cell.s-fixed .dashboard-severity-status-value      { color: #22c55e; }
+.dashboard-severity-status-cell.s-ignored .dashboard-severity-status-value    { color: #94a3b8; }
+.dashboard-severity-status-cell.s-fp .dashboard-severity-status-value         { color: #cbd5e1; }
 
 .dashboard-severity-status-text {
     display: flex;
     flex-direction: column;
-    line-height: 1.2;
+    align-items: center;
+    justify-content: center;
     min-width: 0;
+    width: 100%;
 }
 
 .dashboard-severity-status-value {
-    font-size: 1.125rem;
+    font-size: 1.25rem;
     font-weight: 800;
     color: var(--text-primary);
     font-variant-numeric: tabular-nums;
     letter-spacing: -0.02em;
+    line-height: 1.1;
 }
 
 .dashboard-severity-status-label {
+    min-width: 0;
     font-size: 0.75rem;
     color: var(--text-secondary);
-    margin-top: 2px;
+    margin-top: 4px;
     white-space: nowrap;
-    overflow: hidden;
-    text-overflow: ellipsis;
+    line-height: 1.2;
+}
+
+@media (max-width: 1180px) {
+    .dashboard-severity-status-cell {
+        min-height: 58px;
+        padding: 12px 6px 8px;
+    }
+
+    .dashboard-severity-status-label {
+        font-size: 0.71875rem;
+    }
+
+    .dashboard-severity-status-value {
+        font-size: 1.125rem;
+    }
 }
 
 .dashboard-severity-progress {
     display: flex;
     flex-direction: column;
     gap: 8px;
+    justify-self: end;
+    width: 100%;
+    max-width: 380px;
+    min-width: 0;
 }
 
 .dashboard-severity-progress-meta {
@@ -30986,6 +31013,28 @@ html[data-theme="dark"] .dashboard-batch-side-body:hover {
     border-color: #334155 !important;
 }
 
+html[data-theme="dark"] .dashboard-batch-side-stat--pending {
+    background: rgba(245, 158, 11, 0.07) !important;
+    border-color: rgba(245, 158, 11, 0.24) !important;
+    border-top-color: #f59e0b !important;
+}
+
+html[data-theme="dark"] .dashboard-batch-side-stat--running {
+    background: rgba(59, 130, 246, 0.07) !important;
+    border-color: rgba(59, 130, 246, 0.24) !important;
+    border-top-color: #3b82f6 !important;
+}
+
+html[data-theme="dark"] .dashboard-batch-side-stat--done {
+    background: rgba(16, 185, 129, 0.07) !important;
+    border-color: rgba(16, 185, 129, 0.24) !important;
+    border-top-color: #10b981 !important;
+}
+
+html[data-theme="dark"] .dashboard-batch-side-stat--pending .dashboard-batch-side-stat-value { color: #f59e0b; }
+html[data-theme="dark"] .dashboard-batch-side-stat--running .dashboard-batch-side-stat-value { color: #60a5fa; }
+html[data-theme="dark"] .dashboard-batch-side-stat--done .dashboard-batch-side-stat-value    { color: #34d399; }
+
 html[data-theme="dark"] .dashboard-kpi-card,
 html[data-theme="dark"] .dashboard-kpi-card:nth-child(1),
 html[data-theme="dark"] .dashboard-kpi-card:nth-child(2),
@@ -31112,6 +31161,31 @@ html[data-theme="dark"] .dashboard-severity-progress-legend-dot.legend-open {
     border-color: #475569 !important;
 }
 
+html[data-theme="dark"] .dashboard-severity-status-cell.s-open {
+    border-color: rgba(239, 68, 68, 0.26) !important;
+    background: rgba(239, 68, 68, 0.07) !important;
+}
+
+html[data-theme="dark"] .dashboard-severity-status-cell.s-confirmed {
+    border-color: rgba(245, 158, 11, 0.26) !important;
+    background: rgba(245, 158, 11, 0.07) !important;
+}
+
+html[data-theme="dark"] .dashboard-severity-status-cell.s-fixed {
+    border-color: rgba(34, 197, 94, 0.26) !important;
+    background: rgba(34, 197, 94, 0.07) !important;
+}
+
+html[data-theme="dark"] .dashboard-severity-status-cell.s-ignored {
+    border-color: rgba(100, 116, 139, 0.30) !important;
+    background: rgba(100, 116, 139, 0.08) !important;
+}
+
+html[data-theme="dark"] .dashboard-severity-status-cell.s-fp {
+    border-color: rgba(148, 163, 184, 0.30) !important;
+    background: rgba(148, 163, 184, 0.08) !important;
+}
+
 html[data-theme="dark"] .dashboard-severity-insight-risk[data-level="safe"] {
     border-color: rgba(52, 211, 153, 0.24) !important;
     background: rgba(52, 211, 153, 0.08) !important;
@@ -31169,6 +31243,28 @@ html[data-theme="dark"] .dashboard-alert-btn {
     background: rgba(15, 23, 42, 0.72);
 }
 
+html[data-theme="dark"] .dashboard-recommend-item.lvl-urgent {
+    border-left-color: #f87171;
+}
+
+html[data-theme="dark"] .dashboard-recommend-item.lvl-urgent .dashboard-recommend-icon {
+    background: rgba(248, 113, 113, 0.14);
+    color: #f87171;
+    box-shadow: inset 0 0 0 1px rgba(248, 113, 113, 0.28);
+}
+
+html[data-theme="dark"] .dashboard-recommend-item.lvl-warning .dashboard-recommend-icon {
+    background: rgba(251, 191, 36, 0.14);
+    color: #fbbf24;
+    box-shadow: inset 0 0 0 1px rgba(251, 191, 36, 0.26);
+}
+
+html[data-theme="dark"] .dashboard-recommend-item.lvl-setup .dashboard-recommend-icon {
+    background: rgba(96, 165, 250, 0.14);
+    color: #60a5fa;
+    box-shadow: inset 0 0 0 1px rgba(96, 165, 250, 0.26);
+}
+
 html[data-theme="dark"] .dashboard-access-stat--c2,
 html[data-theme="dark"] .dashboard-access-stat--webshell {
     background: linear-gradient(145deg, #111827 0%, #172033 100%) !important;