diff --git a/sundynix-desktop/frontend/src/index.css b/sundynix-desktop/frontend/src/index.css
index 0991970..7077c8d 100644
--- a/sundynix-desktop/frontend/src/index.css
+++ b/sundynix-desktop/frontend/src/index.css
@@ -89,3 +89,34 @@ body {
 }
 
 /* 输入控件随主题（color-scheme 由 :root/.dark 设定，控件自动继承） */
+
+/* react-flow 画布主题化：控件/连线/迷你图与设计系统对齐（colorMode 已处理大半，此处精修） */
+.react-flow__controls {
+  box-shadow: none;
+  border: 1px solid rgb(var(--line));
+  border-radius: 8px;
+  overflow: hidden;
+}
+.react-flow__controls-button {
+  background: rgb(var(--ink-900));
+  border-bottom: 1px solid rgb(var(--line));
+  color: rgb(var(--slate-400));
+}
+.react-flow__controls-button:hover {
+  background: rgb(var(--ink-800));
+}
+.react-flow__controls-button svg {
+  fill: currentColor;
+}
+.react-flow__edge-path {
+  stroke: rgb(var(--slate-600));
+  stroke-width: 1.5;
+}
+.react-flow__edge.selected .react-flow__edge-path,
+.react-flow__edge:focus .react-flow__edge-path {
+  stroke: #8b5cf6;
+}
+.react-flow__minimap {
+  border: 1px solid rgb(var(--line));
+  border-radius: 8px;
+}
diff --git a/sundynix-desktop/frontend/src/studio/StudioView.tsx b/sundynix-desktop/frontend/src/studio/StudioView.tsx
index f7d5131..88316c3 100644
--- a/sundynix-desktop/frontend/src/studio/StudioView.tsx
+++ b/sundynix-desktop/frontend/src/studio/StudioView.tsx
@@ -20,6 +20,7 @@ import { NODE_KINDS, NODE_ORDER } from "./nodeCatalog";
 import { exportDsl, validate, type Issue, type TaskDsl } from "../lib/dsl";
 import type { RunPhase } from "../lib/run";
 import { listKb, listChatModels, listAgents, saveAgent, deleteAgent, type Identity, type AgentInfo } from "../lib/api";
+import { useTheme } from "../lib/theme";
 import { Button, Input, cn, useToast } from "../ui";
 
 let seq = 0;
@@ -50,6 +51,7 @@ function buildExample(): { nodes: Node[]; edges: Edge[] } {
 // 编排 Studio：左(节点面板 + 我的编排) · 中画布 · 右检查器 · 顶工具栏。
 export function StudioView({ onRun, phase, identity }: { onRun: (dsl: TaskDsl) => void; phase: RunPhase; identity: Identity }) {
   const toast = useToast();
+  const { theme } = useTheme();
   const [nodes, setNodes, onNodesChange] = useNodesState<Node>([]);
   const [edges, setEdges, onEdgesChange] = useEdgesState<Edge>([]);
   const [selId, setSelId] = useState<string | null>(null);
@@ -263,7 +265,8 @@ export function StudioView({ onRun, phase, identity }: { onRun: (dsl: TaskDsl) =
         </div>
 
         <ReactFlow
-          colorMode="dark"
+          colorMode={theme}
+          proOptions={{ hideAttribution: true }}
           nodes={nodes}
           edges={edges}
           nodeTypes={nodeTypes}
@@ -275,9 +278,9 @@ export function StudioView({ onRun, phase, identity }: { onRun: (dsl: TaskDsl) =
           deleteKeyCode={["Backspace", "Delete"]}
           fitView
         >
-          <Background color="#242b3c" gap={18} />
+          <Background color={theme === "dark" ? "#27272a" : "#e4e4e7"} gap={18} />
           <Controls />
-          <MiniMap zoomable pannable className="!bg-ink-850" />
+          <MiniMap zoomable pannable maskColor={theme === "dark" ? "rgba(0,0,0,0.55)" : "rgba(0,0,0,0.08)"} className="!bg-ink-850" />
         </ReactFlow>
 
         {issues && issues.length > 0 && (
diff --git a/sundynix-desktop/frontend/src/studio/TypedNode.tsx b/sundynix-desktop/frontend/src/studio/TypedNode.tsx
index 65f55f7..fc8ec0e 100644
--- a/sundynix-desktop/frontend/src/studio/TypedNode.tsx
+++ b/sundynix-desktop/frontend/src/studio/TypedNode.tsx
@@ -19,11 +19,11 @@ export function TypedNode({ data, selected }: NodeProps) {
 
   return (
     <div
-      className={`relative min-w-[170px] rounded-lg border border-l-[3px] bg-ink-800 shadow-card ${k.accent} ${
-        selected ? "ring-2 ring-violet-500/70" : "border-line"
+      className={`relative min-w-[180px] rounded-lg border border-l-[3px] bg-ink-850 shadow-card transition ${k.accent} ${
+        selected ? "ring-2 ring-brand/60 border-line" : "border-line hover:border-ink-600"
       }`}
     >
-      <Handle type="target" position={Position.Left} className="!h-2 !w-2 !border-0 !bg-slate-500" />
+      <Handle type="target" position={Position.Left} className="!h-2 !w-2 !border-0 !bg-slate-400" />
       <div className="flex items-center justify-between gap-2 px-3 py-2">
         <span className={`rounded px-1.5 py-0.5 text-[10px] font-medium ${k.badge}`}>{k.label}</span>
         <span className={`h-2 w-2 rounded-full ${dot}`} />
@@ -41,7 +41,7 @@ export function TypedNode({ data, selected }: NodeProps) {
           <span className="pointer-events-none absolute right-3 top-[66%] text-[9px] font-medium text-rose-400">假</span>
         </>
       ) : (
-        <Handle type="source" position={Position.Right} className="!h-2 !w-2 !border-0 !bg-slate-500" />
+        <Handle type="source" position={Position.Right} className="!h-2 !w-2 !border-0 !bg-slate-400" />
       )}
     </div>
   );