feat(desktop): 深色 AI 控制台视觉改造 + 工作台仪表盘

桌面端从扁平 dev 工具风改为深色高端 AI 控制台:分层表面 + 紫青强调 + 微光 +
首页仪表盘，提升第一印象与吸引力。

- 设计 tokens: tailwind ink 分层调色板 + glow/card 阴影; index.css 深色基底 +
  品牌渐变 + 深色滚动条
- shell: TopBar(品牌渐变+毛玻璃+发光健康灯) / LeftNav(激活态紫色高亮+左光条) /
  BottomDrawer(深色+状态色)
- 新 views/Home 工作台仪表盘: 渐变 hero + 4 状态卡 + 3 能力卡 + 快速开始(默认首页)
- 画布: TypedNode 深色节点卡; StudioView ReactFlow colorMode=dark + 深色工具栏/面板/
  MiniMap; Inspector 深色表单
- KbView/MemoryView/MemoryPanel/Placeholder 全深色化; 进度条改紫青渐变
- 纯前端改造, npm build✓; 浏览器验证: 仪表盘 + 编排画布深色呈现

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

go.work

@@ -5,4 +5,5 @@ use (
 	./sundynix-gateway
 	./sundynix-mcp-go
 	./sundynix-shared
+	./sundynix-desktop
 )

go.work.sum

@@ -22,7 +22,6 @@ github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2
 github.com/inconshreveable/mousetrap v1.1.0/go.mod h1:vpF70FUmC8bwa3OWnCshd2FqLfsEA9PFc4w1p2J65bw=
 github.com/knz/go-libedit v1.10.1 h1:0pHpWtx9vcvC0xGZqEQlQdfSQs7WRlAjuPvk3fOZDCo=
 github.com/kr/pty v1.1.1 h1:VkoXIwSboBpnk99O/KFauAEILuNHv5DVFKZMBN/gUgw=
-github.com/neo4j/neo4j-go-driver/v5 v5.24.0 h1:7MAFoB7L6f9heQUo/tJ5EnrrpVzm9ZBHgH8ew03h6Eo=
 github.com/pelletier/go-toml v1.2.0 h1:T5zMGML61Wp+FlcbWjRDT7yAxhJNAiPPLOFECq181zc=
 github.com/spf13/cobra v1.7.0 h1:hyqWnYt1ZQShIddO5kBpj3vu05/++x6tJ6dg8EC572I=
 github.com/spf13/cobra v1.7.0/go.mod h1:uLxZILRyS/50WlhOIKD7W6V5bgeIt+4sICxh6uRMrb0=
@@ -34,25 +33,35 @@ github.com/x448/float16 v0.8.4 h1:qLwI1I70+NjRFUR3zs1JPUCgaCXSh3SW62uAKT1mSBM=
 github.com/x448/float16 v0.8.4/go.mod h1:14CWIYCyZA/cWjXOioeEpHeN/83MdbZDRQHoFcYsOfg=
 github.com/yuin/goldmark v1.4.13 h1:fVcFKWvrslecOb/tg+Cc05dkeYx540o0FuFt3nUVDoE=
 github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
+github.com/yuin/goldmark v1.7.4/go.mod h1:uzxRWxtg69N339t3louHJ7+O03ezfj6PlliRlaOzY1E=
 go.uber.org/automaxprocs v1.5.3 h1:kWazyxZUrS3Gs4qUpbwo5kEIMGe/DAvi5Z4tl2NW4j8=
 go.uber.org/automaxprocs v1.5.3/go.mod h1:eRbA25aqJrxAbsLO0xy5jVwPt7FQnRgjW+efnwa1WM0=
 golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
+golang.org/x/crypto v0.33.0/go.mod h1:bVdXmD7IV/4GdElGPozy6U7lWdRXA4qyRVGJV57uQ5M=
 golang.org/x/mod v0.17.0 h1:zY54UmvipHiNd+pm+m0x9KhZ9hl1/7QNMyxXbc6ICqA=
 golang.org/x/mod v0.17.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
+golang.org/x/mod v0.23.0/go.mod h1:6SkKJ3Xj0I0BrPOZoBy3bdMptDDU9oJrpohJ3eWZ1fY=
+golang.org/x/net v0.35.0/go.mod h1:EglIi67kWsHKlRzzVMUD93VMSWGFOMSZgxFjparz1Qk=
 golang.org/x/sync v0.8.0 h1:3NFvSEYkUoMifnESzZl15y791HH1qU2xm6eCJU5ZPXQ=
 golang.org/x/sync v0.8.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
+golang.org/x/sync v0.11.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.22.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/telemetry v0.0.0-20240228155512-f48c80bd79b2 h1:IRJeR9r1pYWsHKTRe/IInb7lYvbBVIqOgsX/u0mbOWY=
 golang.org/x/telemetry v0.0.0-20240228155512-f48c80bd79b2/go.mod h1:TeRTkGYfJXctD9OcfyVLyj2J3IxLnKwHJR8f4D8a3YE=
+golang.org/x/telemetry v0.0.0-20240521205824-bda55230c457/go.mod h1:pRgIJT+bRLFKnoM1ldnzKoxTIn14Yxz928LQRYYgIN0=
 golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
 golang.org/x/term v0.24.0 h1:Mh5cbb+Zk2hqqXNO7S1iTjEphVL+jb8ZWaqh/g+JWkM=
 golang.org/x/term v0.24.0/go.mod h1:lOBK/LVxemqiMij05LGJ0tzNr8xlmwBRJ81PX6wVLH8=
 golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
+golang.org/x/term v0.29.0/go.mod h1:6bl4lRlvVuDgSf3179VpIxBF0o10JUpXWOnI7nErv7s=
 golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
+golang.org/x/text v0.22.0/go.mod h1:YRoo4H8PVmsu+E3Ou7cqLVH8oXWIHVoX0jqUWALQhfY=
+golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
 golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d h1:vU5i/LfpvrRCpgM/VPfJLg5KjxD3E+hfT1SH+d9zLwg=
 golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
+golang.org/x/tools v0.30.0/go.mod h1:c347cR/OJfw5TI+GfX7RUPNMdDRRbjvYTS0jPyvsVtY=
 gopkg.in/errgo.v2 v2.1.0 h1:0vLT13EuvQ0hNvakwLuFZ/jYrLp5F3kcWHXdRggjCE8=
 nullprogram.com/x/optparse v1.0.0 h1:xGFgVi5ZaWOnYdac2foDT3vg0ZZC9ErXFV57mr4OHrI=
 rsc.io/pdf v0.1.1 h1:k1MczvYDUvJBe93bYd7wrZLLUEcLZAuF824/I4e5Xr4=

sundynix-desktop/frontend/src/App.tsx

@@ -6,6 +6,7 @@ import { BottomDrawer } from "./shell/BottomDrawer";
 import { StudioView } from "./studio/StudioView";
 import { MemoryView } from "./views/MemoryView";
 import { KbView } from "./views/KbView";
+import { Home } from "./views/Home";
 import { Placeholder } from "./views/Placeholder";
 import { submitTask, streamTokens, type Identity } from "./lib/api";
 import type { TaskDsl } from "./lib/dsl";
@@ -21,7 +22,7 @@ const PLACEHOLDERS: Partial<Record<ViewKey, { title: string; desc: string }>> =
 };
 
 export default function App() {
-  const [view, setView] = useState<ViewKey>("studio");
+  const [view, setView] = useState<ViewKey>("home");
   const [identity, setIdentity] = useState<Identity>({ userId: "wt", sessionId: "sess-ui" });
   const [run, setRun] = useState<RunState>(emptyRun);
   const closeRef = useRef<(() => void) | null>(null);
@@ -64,12 +65,19 @@ export default function App() {
   );
 
   return (
-    <div className="flex h-screen w-screen flex-col text-gray-900">
+    <div className="relative flex h-screen w-screen flex-col bg-ink-950 text-slate-200">
+      {/* 顶部柔光，增加纵深 */}
+      <div
+        className="pointer-events-none absolute inset-x-0 top-0 h-64 opacity-60"
+        style={{ background: "radial-gradient(60% 100% at 50% 0%, rgba(124,92,246,0.10), transparent 70%)" }}
+      />
       <TopBar identity={identity} setIdentity={setIdentity} />
-      <div className="flex min-h-0 flex-1">
+      <div className="relative flex min-h-0 flex-1">
         <LeftNav active={view} onSelect={setView} />
         <main className="min-w-0 flex-1 overflow-hidden">
-          {view === "studio" ? (
+          {view === "home" ? (
+            <Home onSelect={setView} />
+          ) : view === "studio" ? (
             <StudioView onRun={onRun} phase={run.phase} />
           ) : view === "kb" ? (
             <KbView />

sundynix-desktop/frontend/src/index.css

@@ -8,3 +8,45 @@ body,
   height: 100%;
   margin: 0;
 }
+
+body {
+  background: #0b0d12;
+  color: #cbd2de;
+  -webkit-font-smoothing: antialiased;
+  text-rendering: optimizeLegibility;
+}
+
+/* 深色滚动条 */
+::-webkit-scrollbar {
+  width: 10px;
+  height: 10px;
+}
+::-webkit-scrollbar-thumb {
+  background: #242b3c;
+  border-radius: 8px;
+  border: 2px solid transparent;
+  background-clip: padding-box;
+}
+::-webkit-scrollbar-thumb:hover {
+  background: #323a4f;
+  background-clip: padding-box;
+}
+::-webkit-scrollbar-track {
+  background: transparent;
+}
+
+/* 紫→青品牌渐变文字 */
+.brand-gradient {
+  background: linear-gradient(90deg, #a78bfa, #22d3ee);
+  -webkit-background-clip: text;
+  background-clip: text;
+  -webkit-text-fill-color: transparent;
+  color: transparent;
+}
+
+/* 输入控件深色统一 */
+input,
+textarea,
+select {
+  color-scheme: dark;
+}

sundynix-desktop/frontend/src/panels/MemoryPanel.tsx

@@ -19,32 +19,23 @@ export function MemoryPanel({ identity }: { identity: Identity }) {
     }
   };
 
+  const inputCls = "rounded-md border border-line bg-ink-800 px-2 py-1 text-sm text-slate-200 focus:border-violet-500/60 focus:outline-none";
   return (
-    <section className="border-b p-4">
-      <h2 className="mb-2 text-sm font-semibold text-gray-700">偏好记忆（让模型知道是我）</h2>
+    <section className="border-b border-line p-4">
+      <h2 className="mb-2 text-sm font-semibold text-slate-300">偏好记忆（让模型知道是我）</h2>
       <div className="flex flex-col gap-2">
-        <input
-          className="rounded border px-2 py-1 text-sm"
-          value={key}
-          onChange={(e) => setKey(e.target.value)}
-          placeholder="键，如 称呼 / 回答偏好"
-        />
-        <textarea
-          className="h-16 resize-none rounded border px-2 py-1 text-sm"
-          value={value}
-          onChange={(e) => setValue(e.target.value)}
-          placeholder="值"
-        />
-        <button onClick={save} className="self-end rounded bg-emerald-600 px-3 py-1 text-sm text-white">
+        <input className={inputCls} value={key} onChange={(e) => setKey(e.target.value)} placeholder="键，如 称呼 / 回答偏好" />
+        <textarea className={`${inputCls} h-16 resize-none`} value={value} onChange={(e) => setValue(e.target.value)} placeholder="值" />
+        <button onClick={save} className="self-end rounded-md bg-emerald-600 px-3 py-1 text-sm text-white hover:bg-emerald-500">
           记住
         </button>
       </div>
-      {msg && <p className="mt-2 text-xs text-emerald-700">{msg}</p>}
+      {msg && <p className="mt-2 text-xs text-emerald-400">{msg}</p>}
       {saved.length > 0 && (
         <ul className="mt-3 space-y-1">
           {saved.map((s) => (
-            <li key={s.key} className="rounded bg-gray-50 px-2 py-1 text-xs text-gray-600">
-              <span className="font-medium">{s.key}</span>：{s.value}
+            <li key={s.key} className="rounded-md bg-ink-800 px-2 py-1 text-xs text-slate-400">
+              <span className="font-medium text-slate-200">{s.key}</span>：{s.value}
             </li>
           ))}
         </ul>

sundynix-desktop/frontend/src/shell/BottomDrawer.tsx

@@ -10,14 +10,19 @@ const TABS: Array<{ key: Tab; label: string }> = [
   { key: "eval", label: "评测" },
 ];
 
-// 底部抽屉：运行输出 / 轨迹 / 工具调用 / 引用 / 评测（全局常驻）。
+// 底部抽屉：运行输出 / 轨迹 / 工具调用 / 引用 / 评测（深色，全局常驻）。
 export function BottomDrawer({ run }: { run: RunState }) {
   const [open, setOpen] = useState(true);
   const [tab, setTab] = useState<Tab>("output");
 
+  const status =
+    run.phase === "streaming" ? "text-cyan-400" : run.phase === "done" ? "text-emerald-400" : run.phase === "error" ? "text-rose-400" : "text-slate-500";
+  const statusText =
+    run.phase === "streaming" ? "流式中…" : run.phase === "done" ? "完成 ✓" : run.phase === "error" ? `✗ ${run.error ?? "出错"}` : run.phase === "submitting" ? "提交中…" : "就绪";
+
   return (
-    <div className="shrink-0 border-t bg-white">
-      <div className="flex items-center gap-1 border-b px-2">
+    <div className="shrink-0 border-t border-line bg-ink-900">
+      <div className="flex items-center gap-1 border-b border-line px-2">
         {TABS.map((t) => (
           <button
             key={t.key}
@@ -25,61 +30,39 @@ export function BottomDrawer({ run }: { run: RunState }) {
               setTab(t.key);
               setOpen(true);
             }}
-            className={`px-3 py-1.5 text-xs ${
-              tab === t.key && open
-                ? "border-b-2 border-violet-500 font-medium text-violet-700"
-                : "text-gray-500"
+            className={`px-3 py-2 text-xs transition ${
+              tab === t.key && open ? "border-b-2 border-violet-500 font-medium text-violet-300" : "text-slate-500 hover:text-slate-300"
             }`}
           >
             {t.label}
           </button>
         ))}
-        <span className="ml-2 text-[11px] text-gray-400">
-          {run.phase === "streaming"
-            ? "流式中…"
-            : run.phase === "done"
-              ? "完成 ✓"
-              : run.phase === "error"
-                ? `✗ ${run.error ?? "出错"}`
-                : run.phase === "submitting"
-                  ? "提交中…"
-                  : "就绪"}
-        </span>
-        <button onClick={() => setOpen((o) => !o)} className="ml-auto px-2 text-xs text-gray-400">
+        <span className={`ml-2 text-[11px] ${status}`}>{statusText}</span>
+        <button onClick={() => setOpen((o) => !o)} className="ml-auto px-2 text-xs text-slate-500 hover:text-slate-300">
           {open ? "▾ 收起" : "▴ 展开"}
         </button>
       </div>
       {open && (
         <div className="h-40 overflow-auto p-3 text-xs">
           {tab === "output" && (
-            <pre className="whitespace-pre-wrap leading-relaxed text-gray-800">
+            <pre className="whitespace-pre-wrap font-mono leading-relaxed text-emerald-300">
               {run.output || "在编排页搭图 → 运行，模型注入画像与历史后流式作答，token 在此呈现。"}
             </pre>
           )}
           {tab === "trace" && (
-            <ul className="space-y-1 text-gray-600">
-              {run.events.length === 0 && <li className="text-gray-400">尚无运行。</li>}
+            <ul className="space-y-1 text-slate-400">
+              {run.events.length === 0 && <li className="text-slate-600">尚无运行。</li>}
               {run.events.map((e, i) => (
                 <li key={i}>
-                  <span className="text-gray-400">+{e.t}ms</span> · {e.label}
+                  <span className="text-slate-600">+{e.t}ms</span> · {e.label}
                 </li>
               ))}
-              <li className="mt-2 text-[11px] text-gray-400">
-                （节点级轨迹待后端回流节点事件后逐节点点亮）
-              </li>
+              {run.events.length > 0 && <li className="mt-2 text-[11px] text-slate-600">（节点级轨迹待后端回流节点事件后逐节点点亮）</li>}
             </ul>
           )}
-          {tab === "tools" && (
-            <p className="text-gray-400">
-              工具调用日志：每次 sundynix.tools.* 的请求/响应。需后端把工具事件回流到流通道。
-            </p>
-          )}
-          {tab === "cite" && (
-            <p className="text-gray-400">引用列表：RAG 答案的来源块（源文档 + 分数 + 来源徽标）。需 RAG 链路就绪。</p>
-          )}
-          {tab === "eval" && (
-            <p className="text-gray-400">评测：忠实度 / 完整度质量门结果。需 harness eval 接入。</p>
-          )}
+          {tab === "tools" && <p className="text-slate-600">工具调用日志：每次 sundynix.tools.* 的请求/响应（需后端回流工具事件）。</p>}
+          {tab === "cite" && <p className="text-slate-600">引用列表：RAG 答案的来源块（源文档 + 分数 + 来源徽标）。</p>}
+          {tab === "eval" && <p className="text-slate-600">评测：忠实度 / 完整度质量门结果（需 harness eval）。</p>}
         </div>
       )}
     </div>

sundynix-desktop/frontend/src/shell/LeftNav.tsx

@@ -17,43 +17,39 @@ interface Item {
 }
 
 const ITEMS: Item[] = [
-  { key: "home", label: "工作台", icon: "■" },
+  { key: "home", label: "工作台", icon: "▤", ready: true },
   { key: "studio", label: "编排", icon: "◆", group: "BUILD", ready: true },
   { key: "kb", label: "知识库", icon: "▣", group: "BUILD", ready: true },
-  { key: "report", label: "报告", icon: "▤", group: "BUILD" },
+  { key: "report", label: "报告", icon: "▦", group: "BUILD" },
   { key: "runs", label: "运行", icon: "▸", group: "RUN" },
   { key: "memory", label: "记忆", icon: "◇", group: "MANAGE", ready: true },
   { key: "market", label: "市场", icon: "⌧", group: "MANAGE" },
   { key: "admin", label: "管理", icon: "⚙", group: "MANAGE" },
 ];
 
-// 左导航栏：模块切换，分组 BUILD / RUN / MANAGE；未就绪模块灰显（规划中）。
+// 左导航：深色，激活态紫色高亮 + 左侧光条。
 export function LeftNav({ active, onSelect }: { active: ViewKey; onSelect: (v: ViewKey) => void }) {
   let lastGroup: string | undefined;
   return (
-    <nav className="flex w-20 shrink-0 flex-col border-r bg-gray-50 py-2">
+    <nav className="flex w-[72px] shrink-0 flex-col gap-0.5 border-r border-line bg-ink-900 py-2">
       {ITEMS.map((it) => {
         const header = it.group && it.group !== lastGroup ? it.group : null;
         lastGroup = it.group ?? lastGroup;
+        const isActive = active === it.key;
         return (
           <div key={it.key}>
-            {header && (
-              <div className="mt-2 px-2 text-[9px] font-semibold tracking-wider text-gray-300">
-                {header}
-              </div>
-            )}
+            {header && <div className="mt-3 px-2 text-[9px] font-semibold tracking-widest text-slate-600">{header}</div>}
             <button
               onClick={() => onSelect(it.key)}
-              className={`flex w-full flex-col items-center gap-0.5 py-2 text-[11px] ${
-                active === it.key
-                  ? "bg-violet-50 font-medium text-violet-700"
-                  : "text-gray-500 hover:bg-gray-100"
+              className={`relative flex w-full flex-col items-center gap-1 py-2.5 text-[11px] transition ${
+                isActive ? "text-violet-300" : "text-slate-500 hover:bg-ink-800 hover:text-slate-300"
               }`}
               title={it.ready === false ? `${it.label}（规划中）` : it.label}
             >
-              <span className="text-base leading-none">{it.icon}</span>
+              {isActive && <span className="absolute left-0 top-1/2 h-6 w-0.5 -translate-y-1/2 rounded-r bg-gradient-to-b from-violet-400 to-cyan-400" />}
+              <span className={`text-lg leading-none ${isActive ? "drop-shadow-[0_0_6px_rgba(139,92,246,0.6)]" : ""}`}>{it.icon}</span>
               {it.label}
-              {it.ready === false && <span className="text-[8px] text-gray-300">规划</span>}
+              {it.ready === false && <span className="text-[8px] text-slate-600">规划</span>}
             </button>
           </div>
         );

sundynix-desktop/frontend/src/shell/TopBar.tsx

@@ -2,28 +2,27 @@ import type { Identity } from "../lib/api";
 import { useHealth } from "../lib/health";
 
 function Light({ on, label, unknown }: { on?: boolean; label: string; unknown?: boolean }) {
-  const color = unknown ? "bg-gray-300" : on ? "bg-emerald-500" : "bg-rose-500";
+  const dot = unknown ? "bg-slate-600" : on ? "bg-emerald-400 shadow-[0_0_8px_rgba(52,211,153,0.7)]" : "bg-rose-500";
   return (
-    <span className="flex items-center gap-1 text-[11px] text-gray-500" title={label}>
-      <span className={`h-2 w-2 rounded-full ${color}`} />
+    <span className="flex items-center gap-1.5 text-[11px] text-slate-500" title={label}>
+      <span className={`h-1.5 w-1.5 rounded-full ${dot}`} />
       {label}
     </span>
   );
 }
 
-// 顶栏：垂直切换 · 健康灯 · 身份/会话。
-export function TopBar({
-  identity,
-  setIdentity,
-}: {
-  identity: Identity;
-  setIdentity: (id: Identity) => void;
-}) {
+// 顶栏：品牌 · 垂直切换 · 健康灯 · 身份/会话（深色 + 毛玻璃）。
+export function TopBar({ identity, setIdentity }: { identity: Identity; setIdentity: (id: Identity) => void }) {
   const h = useHealth();
   return (
-    <header className="flex h-11 shrink-0 items-center gap-3 border-b bg-white px-3">
-      <span className="font-semibold text-gray-800">sundynix-agentix</span>
-      <select className="rounded border px-2 py-0.5 text-xs text-gray-700" defaultValue="通用版">
+    <header className="flex h-12 shrink-0 items-center gap-3 border-b border-line bg-ink-900/80 px-3 backdrop-blur">
+      <div className="flex items-center gap-2">
+        <div className="flex h-6 w-6 items-center justify-center rounded-md bg-gradient-to-br from-violet-500 to-cyan-500 text-xs font-bold text-white">
+          S
+        </div>
+        <span className="brand-gradient text-sm font-semibold">sundynix-agentix</span>
+      </div>
+      <select className="rounded-md border border-line bg-ink-800 px-2 py-0.5 text-xs text-slate-300" defaultValue="通用版">
         <option>通用版</option>
         <option>法律版</option>
         <option>医疗版</option>
@@ -37,13 +36,13 @@ export function TopBar({
       </div>
       <div className="ml-auto flex items-center gap-2">
         <input
-          className="w-20 rounded border px-2 py-0.5 text-xs"
+          className="w-20 rounded-md border border-line bg-ink-800 px-2 py-1 text-xs text-slate-200 focus:border-violet-500/60 focus:outline-none"
           value={identity.userId}
           onChange={(e) => setIdentity({ ...identity, userId: e.target.value })}
           title="用户"
         />
         <input
-          className="w-24 rounded border px-2 py-0.5 text-xs"
+          className="w-24 rounded-md border border-line bg-ink-800 px-2 py-1 text-xs text-slate-200 focus:border-violet-500/60 focus:outline-none"
           value={identity.sessionId}
           onChange={(e) => setIdentity({ ...identity, sessionId: e.target.value })}
           title="会话"

sundynix-desktop/frontend/src/studio/Inspector.tsx

@@ -1,7 +1,10 @@
 import type { Node } from "@xyflow/react";
 import { NODE_KINDS } from "./nodeCatalog";
 
-// 右检查器：按选中节点的类型渲染配置表单；空选时显示图级提示。
+const inputCls =
+  "mt-1 w-full rounded-md border border-line bg-ink-800 px-2 py-1 text-sm text-slate-200 focus:border-violet-500/60 focus:outline-none";
+
+// 右检查器：按选中节点的类型渲染配置表单；空选时显示图级提示（深色）。
 export function Inspector({
   node,
   onChange,
@@ -13,7 +16,7 @@ export function Inspector({
 }) {
   if (!node) {
     return (
-      <div className="p-4 text-xs text-gray-400">
+      <div className="p-4 text-xs leading-relaxed text-slate-500">
         选中一个节点查看/编辑配置。
         <br />
         从左侧面板添加节点，拖动连线编排。
@@ -23,66 +26,49 @@ export function Inspector({
   const data = node.data as { kind: string; label?: string; config?: Record<string, unknown> };
   const k = NODE_KINDS[data.kind] ?? NODE_KINDS.output;
   const config = data.config ?? {};
-
-  const setConfig = (key: string, value: unknown) =>
-    onChange(node.id, { config: { ...config, [key]: value } });
+  const setConfig = (key: string, value: unknown) => onChange(node.id, { config: { ...config, [key]: value } });
 
   return (
     <div className="flex h-full flex-col">
-      <div className="flex items-center justify-between border-b p-3">
+      <div className="flex items-center justify-between border-b border-line p-3">
         <span className={`rounded px-1.5 py-0.5 text-[11px] font-medium ${k.badge}`}>{k.label}</span>
-        <button onClick={() => onDelete(node.id)} className="text-xs text-rose-500 hover:underline">
+        <button onClick={() => onDelete(node.id)} className="text-xs text-rose-400 hover:underline">
           删除
         </button>
       </div>
       <div className="flex flex-col gap-3 overflow-auto p-3">
-        <label className="text-xs text-gray-500">
+        <label className="text-xs text-slate-500">
           标签
-          <input
-            className="mt-1 w-full rounded border px-2 py-1 text-sm text-gray-900"
-            value={data.label ?? ""}
-            onChange={(e) => onChange(node.id, { label: e.target.value })}
-          />
+          <input className={inputCls} value={data.label ?? ""} onChange={(e) => onChange(node.id, { label: e.target.value })} />
         </label>
         {k.fields.map((f) => {
           const v = config[f.key];
           return (
-            <label key={f.key} className="text-xs text-gray-500">
+            <label key={f.key} className="text-xs text-slate-500">
               {f.label}
-              {f.required && <span className="text-rose-500"> *</span>}
+              {f.required && <span className="text-rose-400"> *</span>}
               {f.type === "select" ? (
-                <select
-                  className="mt-1 w-full rounded border px-2 py-1 text-sm text-gray-900"
-                  value={String(v ?? "")}
-                  onChange={(e) => setConfig(f.key, e.target.value)}
-                >
+                <select className={inputCls} value={String(v ?? "")} onChange={(e) => setConfig(f.key, e.target.value)}>
                   {f.options?.map((o) => (
                     <option key={o}>{o}</option>
                   ))}
                 </select>
               ) : f.type === "textarea" ? (
                 <textarea
-                  className="mt-1 h-16 w-full resize-none rounded border px-2 py-1 text-sm text-gray-900"
+                  className={`${inputCls} h-16 resize-none`}
                   value={String(v ?? "")}
                   placeholder={f.placeholder}
                   onChange={(e) => setConfig(f.key, e.target.value)}
                 />
               ) : f.type === "checkbox" ? (
-                <input
-                  type="checkbox"
-                  className="ml-2 align-middle"
-                  checked={Boolean(v)}
-                  onChange={(e) => setConfig(f.key, e.target.checked)}
-                />
+                <input type="checkbox" className="ml-2 align-middle accent-violet-500" checked={Boolean(v)} onChange={(e) => setConfig(f.key, e.target.checked)} />
               ) : (
                 <input
                   type={f.type === "number" ? "number" : "text"}
-                  className="mt-1 w-full rounded border px-2 py-1 text-sm text-gray-900"
+                  className={inputCls}
                   value={String(v ?? "")}
                   placeholder={f.placeholder}
-                  onChange={(e) =>
-                    setConfig(f.key, f.type === "number" ? Number(e.target.value) : e.target.value)
-                  }
+                  onChange={(e) => setConfig(f.key, f.type === "number" ? Number(e.target.value) : e.target.value)}
                 />
               )}
             </label>

sundynix-desktop/frontend/src/studio/StudioView.tsx

@@ -93,15 +93,15 @@ export function StudioView({
   return (
     <div className="flex h-full">
       {/* 左节点面板 */}
-      <div className="w-40 shrink-0 overflow-auto border-r bg-gray-50 p-2">
-        <div className="mb-1 px-1 text-[11px] font-semibold text-gray-500">节点</div>
+      <div className="w-40 shrink-0 overflow-auto border-r border-line bg-ink-900 p-2">
+        <div className="mb-1 px-1 text-[11px] font-semibold text-slate-500">节点</div>
         {NODE_ORDER.map((kind) => {
           const k = NODE_KINDS[kind];
           return (
             <button
               key={kind}
               onClick={() => addNode(kind)}
-              className={`mb-1 flex w-full items-center gap-2 rounded border border-l-4 bg-white px-2 py-1.5 text-left text-xs hover:bg-gray-50 ${k.accent}`}
+              className={`mb-1 flex w-full items-center gap-2 rounded-md border border-l-[3px] border-line bg-ink-800 px-2 py-1.5 text-left text-xs text-slate-300 hover:bg-ink-700 ${k.accent}`}
               title={k.desc}
             >
               {k.label}
@@ -111,36 +111,37 @@ export function StudioView({
       </div>
 
       {/* 中画布 */}
-      <div className="relative flex-1">
-        <div className="absolute left-0 right-0 top-0 z-10 flex items-center gap-2 border-b bg-white/90 px-2 py-1.5">
+      <div className="relative flex-1 bg-ink-950">
+        <div className="absolute left-0 right-0 top-0 z-10 flex items-center gap-2 border-b border-line bg-ink-900/90 px-2 py-1.5 backdrop-blur">
           <button
             onClick={run}
             disabled={running || nodes.length === 0}
-            className="rounded bg-violet-600 px-3 py-1 text-xs font-medium text-white disabled:opacity-40"
+            className="rounded-md bg-violet-600 px-3 py-1 text-xs font-medium text-white hover:bg-violet-500 disabled:opacity-40"
           >
             {running ? "运行中…" : "▶ 运行"}
           </button>
           <button
             onClick={() => setIssues(validate(nodes, edges))}
-            className="rounded border px-3 py-1 text-xs hover:bg-gray-50"
+            className="rounded-md border border-line px-3 py-1 text-xs text-slate-300 hover:bg-ink-800"
           >
             校验
           </button>
-          <span className="ml-1 text-[11px] text-gray-400">
+          <span className="ml-1 text-[11px] text-slate-500">
             {nodes.length} 节点 · {edges.length} 连线
           </span>
           {issues && (
             <span className="ml-auto text-[11px]">
               {issues.length === 0 ? (
-                <span className="text-emerald-600">✓ 校验通过</span>
+                <span className="text-emerald-400">✓ 校验通过</span>
               ) : (
-                <span className="text-amber-600">{issues.length} 项提示</span>
+                <span className="text-amber-400">{issues.length} 项提示</span>
               )}
             </span>
           )}
         </div>
 
         <ReactFlow
+          colorMode="dark"
           nodes={nodes}
           edges={edges}
           nodeTypes={nodeTypes}
@@ -151,15 +152,15 @@ export function StudioView({
           onPaneClick={() => setSelId(null)}
           fitView
         >
-          <Background />
+          <Background color="#242b3c" gap={18} />
           <Controls />
-          <MiniMap zoomable pannable className="!bg-white" />
+          <MiniMap zoomable pannable className="!bg-ink-850" />
         </ReactFlow>
 
         {issues && issues.length > 0 && (
-          <div className="absolute bottom-2 left-2 max-w-md rounded border bg-white p-2 text-[11px] shadow">
+          <div className="absolute bottom-2 left-2 max-w-md rounded-lg border border-line bg-ink-850 p-2 text-[11px] shadow-card">
             {issues.map((i, idx) => (
-              <div key={idx} className={i.level === "error" ? "text-rose-600" : "text-amber-600"}>
+              <div key={idx} className={i.level === "error" ? "text-rose-400" : "text-amber-400"}>
                 {i.level === "error" ? "✗" : "⚠"} {i.msg}
               </div>
             ))}
@@ -168,7 +169,7 @@ export function StudioView({
       </div>
 
       {/* 右检查器 */}
-      <div className="w-72 shrink-0 border-l bg-white">
+      <div className="w-72 shrink-0 border-l border-line bg-ink-900">
         <Inspector node={selected} onChange={patchNode} onDelete={deleteNode} />
       </div>
     </div>

sundynix-desktop/frontend/src/studio/TypedNode.tsx

@@ -19,20 +19,20 @@ export function TypedNode({ data, selected }: NodeProps) {
 
   return (
     <div
-      className={`min-w-[160px] rounded-md border border-l-4 bg-white shadow-sm ${k.accent} ${
-        selected ? "ring-2 ring-violet-400" : ""
+      className={`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"
       }`}
     >
-      <Handle type="target" position={Position.Left} className="!h-2 !w-2 !bg-gray-400" />
+      <Handle type="target" position={Position.Left} className="!h-2 !w-2 !border-0 !bg-slate-500" />
       <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}`} />
       </div>
       <div className="px-3 pb-2">
-        <div className="text-xs font-medium text-gray-800">{d.label || k.desc}</div>
-        {d.summary && <div className="mt-0.5 truncate text-[10px] text-gray-400">{d.summary}</div>}
+        <div className="text-xs font-medium text-slate-200">{d.label || k.desc}</div>
+        {d.summary && <div className="mt-0.5 truncate text-[10px] text-slate-500">{d.summary}</div>}
       </div>
-      <Handle type="source" position={Position.Right} className="!h-2 !w-2 !bg-gray-400" />
+      <Handle type="source" position={Position.Right} className="!h-2 !w-2 !border-0 !bg-slate-500" />
     </div>
   );
 }

sundynix-desktop/frontend/src/views/Home.tsx

@@ -0,0 +1,75 @@
+import { useHealth } from "../lib/health";
+import type { ViewKey } from "../shell/LeftNav";
+
+function Stat({ label, value, sub, accent }: { label: string; value: string; sub: string; accent: string }) {
+  return (
+    <div className="rounded-xl border border-line bg-ink-850 p-4">
+      <div className="text-xs text-slate-500">{label}</div>
+      <div className={`mt-1 text-2xl font-semibold ${accent}`}>{value}</div>
+      <div className="mt-0.5 text-[11px] text-slate-500">{sub}</div>
+    </div>
+  );
+}
+
+const CAPS = [
+  { icon: "◆", title: "Agent 编排", desc: "React Flow 画布 → Eino 动态图 → 流式执行", to: "studio" as ViewKey, color: "text-violet-400" },
+  { icon: "▣", title: "RAG 知识库", desc: "多文件入库 + 向量/全文/图谱 三路混合检索", to: "kb" as ViewKey, color: "text-cyan-400" },
+  { icon: "◇", title: "偏好记忆", desc: "画像 + 多轮历史，让模型“知道是你”", to: "memory" as ViewKey, color: "text-emerald-400" },
+];
+
+// 工作台：平台概览 + 快捷入口（深色 AI 控制台首页）。
+export function Home({ onSelect }: { onSelect: (v: ViewKey) => void }) {
+  const h = useHealth();
+  return (
+    <div className="h-full overflow-auto p-8">
+      <div className="mx-auto max-w-5xl">
+        <div className="flex items-center gap-3">
+          <div className="flex h-11 w-11 items-center justify-center rounded-xl bg-gradient-to-br from-violet-500 to-cyan-500 text-lg font-bold text-white shadow-glow">
+            S
+          </div>
+          <div>
+            <h1 className="brand-gradient text-2xl font-bold leading-tight">sundynix-agentix</h1>
+            <p className="text-sm text-slate-500">分层式 AI Agent 平台 · 编排 / 知识库 / 记忆</p>
+          </div>
+        </div>
+
+        <div className="mt-6 grid grid-cols-2 gap-3 md:grid-cols-4">
+          <Stat label="对话模型" value="DeepSeek" sub="chat · 控制面" accent="text-violet-300" />
+          <Stat label="向量模型" value="百炼 v3" sub="embedding · 1024维" accent="text-cyan-300" />
+          <Stat label="混合检索" value="3 路" sub="向量+全文+图谱" accent="text-emerald-300" />
+          <Stat label="网关" value={h.gateway ? "在线" : "离线"} sub={h.persisted ? "持久化就绪" : "降级"} accent={h.gateway ? "text-emerald-300" : "text-rose-300"} />
+        </div>
+
+        <div className="mt-8 grid grid-cols-1 gap-4 md:grid-cols-3">
+          {CAPS.map((c) => (
+            <button
+              key={c.to}
+              onClick={() => onSelect(c.to)}
+              className="group rounded-xl border border-line bg-ink-850 p-5 text-left transition hover:border-violet-500/50 hover:bg-ink-800"
+            >
+              <div className={`text-2xl ${c.color}`}>{c.icon}</div>
+              <div className="mt-3 font-medium text-slate-100">{c.title}</div>
+              <div className="mt-1 text-xs leading-relaxed text-slate-500">{c.desc}</div>
+              <div className="mt-3 text-xs text-violet-400 opacity-0 transition group-hover:opacity-100">进入 →</div>
+            </button>
+          ))}
+        </div>
+
+        <div className="mt-8 rounded-xl border border-line bg-ink-900 p-5">
+          <div className="mb-3 text-sm font-medium text-slate-300">快速开始</div>
+          <div className="flex flex-wrap gap-2">
+            <button onClick={() => onSelect("studio")} className="rounded-lg bg-violet-600 px-3 py-1.5 text-sm font-medium text-white hover:bg-violet-500">
+              ＋ 新建 Agent 编排
+            </button>
+            <button onClick={() => onSelect("kb")} className="rounded-lg border border-line px-3 py-1.5 text-sm text-slate-300 hover:bg-ink-800">
+              ⬆ 入库知识
+            </button>
+            <button onClick={() => onSelect("memory")} className="rounded-lg border border-line px-3 py-1.5 text-sm text-slate-300 hover:bg-ink-800">
+              ◇ 管理记忆
+            </button>
+          </div>
+        </div>
+      </div>
+    </div>
+  );
+}

sundynix-desktop/frontend/src/views/KbView.tsx

@@ -110,24 +110,24 @@ export function KbView() {
 
   return (
     <div className="flex h-full flex-col">
-      <div className="flex items-center gap-2 border-b bg-white px-4 py-2">
-        <span className="text-sm font-semibold text-gray-700">知识库</span>
+      <div className="flex items-center gap-2 border-b border-line bg-ink-900 px-4 py-2">
+        <span className="text-sm font-semibold text-slate-300">知识库</span>
         <input
-          className="w-40 rounded border px-2 py-1 text-sm"
+          className="w-40 rounded-md border border-line bg-ink-800 px-2 py-1 text-sm text-slate-200 focus:border-violet-500/60 focus:outline-none"
           value={kb}
           onChange={(e) => setKb(e.target.value)}
           placeholder="知识库名"
           title="知识库（Milvus kb 字段分区）"
         />
-        <span className="text-[11px] text-gray-400">入库 → 解析 / 切块 / 向量化 / 写入；检索 → 混合召回</span>
+        <span className="text-[11px] text-slate-500">入库 → 解析 / 切块 / 向量化 / 写入；检索 → 混合召回</span>
       </div>
 
       <div className="flex min-h-0 flex-1">
         {/* 左：入库 + 实时监控 */}
-        <section className="flex w-1/2 flex-col border-r p-4">
-          <h3 className="mb-2 text-xs font-semibold text-gray-600">入库</h3>
+        <section className="flex w-1/2 flex-col border-r border-line p-4">
+          <h3 className="mb-2 text-xs font-semibold text-slate-400">入库</h3>
           <textarea
-            className="h-24 w-full resize-none rounded border p-2 text-sm"
+            className="h-24 w-full resize-none rounded-md border border-line bg-ink-800 p-2 text-sm text-slate-200 focus:border-violet-500/60 focus:outline-none"
             value={text}
             onChange={(e) => setText(e.target.value)}
             placeholder={"每行一条知识，或上传文件"}
@@ -136,26 +136,26 @@ export function KbView() {
             <button
               onClick={onIngest}
               disabled={ingesting || !text.trim()}
-              className="rounded bg-emerald-600 px-3 py-1 text-sm text-white disabled:opacity-40"
+              className="rounded-md bg-emerald-600 px-3 py-1 text-sm text-white hover:bg-emerald-500 disabled:opacity-40"
             >
               {ingesting ? "入库中…" : "⬆ 入库文本"}
             </button>
-            <span className="text-[11px] text-gray-400">或</span>
+            <span className="text-[11px] text-slate-500">或</span>
             <input
               ref={fileRef}
               type="file"
               accept=".txt,.md,.csv,.docx,.xlsx,.pdf"
               onChange={(e) => onFile(e.target.files?.[0])}
               disabled={ingesting}
-              className="text-xs file:mr-2 file:rounded file:border file:bg-gray-50 file:px-2 file:py-1 file:text-xs"
+              className="text-xs text-slate-400 file:mr-2 file:rounded file:border-0 file:bg-ink-700 file:px-2 file:py-1 file:text-xs file:text-slate-300"
             />
           </div>
-          <span className="mt-1 text-[10px] text-gray-400">支持 txt/md/csv/docx/xlsx/pdf（docx/xlsx/pdf 经 mcp-py 解析）</span>
+          <span className="mt-1 text-[10px] text-slate-500">支持 txt/md/csv/docx/xlsx/pdf（docx/xlsx/pdf 经 mcp-py 解析）</span>
 
           {/* 实时流水线进度 */}
           {prog && (
-            <div className="mt-3 rounded border bg-gray-50 p-2">
-              <div className="flex items-center gap-2 text-xs">
+            <div className="mt-3 rounded-lg border border-line bg-ink-850 p-2.5">
+              <div className="flex flex-wrap items-center gap-1.5 text-xs">
                 {["解析", "切块", "向量化", "写Milvus", "写Bleve", "完成"].map((s) => {
                   const active = prog.stage.startsWith(s) || (s === "完成" && prog.stage === "完成");
                   const passed = stageOrder(prog.stage) > stageOrder(s);
@@ -164,12 +164,12 @@ export function KbView() {
                       key={s}
                       className={`rounded px-1.5 py-0.5 text-[10px] ${
                         prog.stage === "失败"
-                          ? "bg-gray-100 text-gray-400"
+                          ? "bg-ink-800 text-slate-600"
                           : active
-                            ? "bg-violet-600 text-white"
+                            ? "bg-violet-600 text-white shadow-glow"
                             : passed
-                              ? "bg-emerald-100 text-emerald-700"
-                              : "bg-gray-100 text-gray-400"
+                              ? "bg-emerald-500/15 text-emerald-400"
+                              : "bg-ink-800 text-slate-600"
                       }`}
                     >
                       {s}
@@ -177,24 +177,22 @@ export function KbView() {
                   );
                 })}
               </div>
-              {prog.error && <p className="mt-1 text-[11px] text-rose-600">✗ {prog.error}</p>}
+              {prog.error && <p className="mt-1 text-[11px] text-rose-400">✗ {prog.error}</p>}
               {prog.total ? (
                 <div className="mt-2">
-                  <div className="h-1.5 w-full overflow-hidden rounded bg-gray-200">
-                    <div className="h-full bg-violet-500 transition-all" style={{ width: `${pct}%` }} />
-                  </div>
-                  <div className="mt-0.5 text-[10px] text-gray-500">
-                    向量化 {prog.done ?? 0}/{prog.total} 块（{pct}%）
+                  <div className="h-1.5 w-full overflow-hidden rounded-full bg-ink-700">
+                    <div className="h-full rounded-full bg-gradient-to-r from-violet-500 to-cyan-400 transition-all" style={{ width: `${pct}%` }} />
                   </div>
+                  <div className="mt-1 text-[10px] text-slate-500">向量化 {prog.done ?? 0}/{prog.total} 块（{pct}%）</div>
                 </div>
               ) : null}
               {prog.chunks.length > 0 && (
                 <div className="mt-2">
-                  <div className="text-[10px] font-medium text-gray-500">拆分 {prog.chunks.length} 块：</div>
+                  <div className="text-[10px] font-medium text-slate-500">拆分 {prog.chunks.length} 块：</div>
                   <ul className="mt-1 max-h-24 space-y-0.5 overflow-auto">
                     {prog.chunks.map((c, i) => (
-                      <li key={i} className="truncate rounded bg-white px-1.5 py-0.5 text-[10px] text-gray-600">
-                        <span className="text-gray-400">#{i + 1}</span> {c}
+                      <li key={i} className="truncate rounded bg-ink-800 px-1.5 py-0.5 text-[10px] text-slate-400">
+                        <span className="text-slate-600">#{i + 1}</span> {c}
                       </li>
                     ))}
                   </ul>
@@ -203,12 +201,12 @@ export function KbView() {
             </div>
           )}
 
-          <h3 className="mb-1 mt-4 text-xs font-semibold text-gray-600">入库历史</h3>
+          <h3 className="mb-1 mt-4 text-xs font-semibold text-slate-400">入库历史</h3>
           <ul className="flex-1 space-y-1 overflow-auto">
-            {logs.length === 0 && <li className="text-xs text-gray-400">尚无入库记录。</li>}
+            {logs.length === 0 && <li className="text-xs text-slate-600">尚无入库记录。</li>}
             {logs.map((l, i) => (
-              <li key={i} className={`text-xs ${l.ok ? "text-emerald-700" : "text-rose-600"}`}>
-                <span className="text-gray-400">{l.t}</span> {l.ok ? "✓" : "✗"} {l.msg}
+              <li key={i} className={`text-xs ${l.ok ? "text-emerald-400" : "text-rose-400"}`}>
+                <span className="text-slate-600">{l.t}</span> {l.ok ? "✓" : "✗"} {l.msg}
               </li>
             ))}
           </ul>
@@ -216,10 +214,10 @@ export function KbView() {
 
         {/* 右：检索调试台 */}
         <section className="flex w-1/2 flex-col p-4">
-          <h3 className="mb-2 text-xs font-semibold text-gray-600">检索调试台（混合召回 + rerank）</h3>
+          <h3 className="mb-2 text-xs font-semibold text-slate-400">检索调试台（混合召回 + rerank）</h3>
           <div className="flex gap-2">
             <input
-              className="flex-1 rounded border px-2 py-1 text-sm"
+              className="flex-1 rounded-md border border-line bg-ink-800 px-2 py-1 text-sm text-slate-200 focus:border-violet-500/60 focus:outline-none"
               value={q}
               onChange={(e) => setQ(e.target.value)}
               onKeyDown={(e) => e.key === "Enter" && onSearch()}
@@ -227,7 +225,7 @@ export function KbView() {
             />
             <input
               type="number"
-              className="w-16 rounded border px-2 py-1 text-sm"
+              className="w-16 rounded-md border border-line bg-ink-800 px-2 py-1 text-sm text-slate-200 focus:border-violet-500/60 focus:outline-none"
               value={topK}
               min={1}
               max={20}
@@ -237,46 +235,46 @@ export function KbView() {
             <button
               onClick={onSearch}
               disabled={searching || !q.trim()}
-              className="rounded bg-violet-600 px-3 py-1 text-sm text-white disabled:opacity-40"
+              className="rounded-md bg-violet-600 px-3 py-1 text-sm text-white hover:bg-violet-500 disabled:opacity-40"
             >
               {searching ? "检索中…" : "检索"}
             </button>
           </div>
-          {err && <p className="mt-2 text-xs text-rose-600">✗ {err}</p>}
+          {err && <p className="mt-2 text-xs text-rose-400">✗ {err}</p>}
           <ul className="mt-3 max-h-[40%] space-y-2 overflow-auto">
-            {hits === null && <li className="text-xs text-gray-400">输入查询后展示命中片段与分数。</li>}
+            {hits === null && <li className="text-xs text-slate-600">输入查询后展示命中片段与分数。</li>}
             {hits !== null && hits.length === 0 && (
-              <li className="text-xs text-gray-400">无命中（知识库为空或 RAG 未配置）。</li>
+              <li className="text-xs text-slate-600">无命中（知识库为空或 RAG 未配置）。</li>
             )}
             {hits?.map((h, i) => (
-              <li key={i} className="rounded border bg-gray-50 p-2">
+              <li key={i} className="rounded-lg border border-line bg-ink-850 p-2">
                 <div className="mb-1 flex items-center gap-2 text-[10px]">
-                  <span className="rounded bg-sky-100 px-1.5 py-0.5 text-sky-700">混合检索</span>
-                  <span className="text-gray-400">#{i + 1}</span>
-                  <span className="ml-auto font-mono text-violet-600">{h.score.toFixed(3)}</span>
+                  <span className="rounded bg-sky-500/15 px-1.5 py-0.5 text-sky-400">混合检索</span>
+                  <span className="text-slate-600">#{i + 1}</span>
+                  <span className="ml-auto font-mono text-violet-400">{h.score.toFixed(3)}</span>
                 </div>
-                <div className="text-xs text-gray-800">{h.text}</div>
+                <div className="text-xs text-slate-300">{h.text}</div>
               </li>
             ))}
           </ul>
 
           {/* 知识图谱（Neo4j / GraphRAG） */}
-          <div className="mt-3 flex items-center justify-between border-t pt-2">
-            <h3 className="text-xs font-semibold text-gray-600">知识图谱（Neo4j）</h3>
-            <button onClick={onGraph} className="rounded border px-2 py-0.5 text-xs hover:bg-gray-50">
+          <div className="mt-3 flex items-center justify-between border-t border-line pt-2">
+            <h3 className="text-xs font-semibold text-slate-400">知识图谱（Neo4j）</h3>
+            <button onClick={onGraph} className="rounded-md border border-line px-2 py-0.5 text-xs text-slate-300 hover:bg-ink-800">
               查看图谱
             </button>
           </div>
           <ul className="mt-2 flex-1 space-y-1 overflow-auto">
-            {graph === null && <li className="text-[11px] text-gray-400">点「查看图谱」展示入库抽取的实体关系。</li>}
+            {graph === null && <li className="text-[11px] text-slate-600">点「查看图谱」展示入库抽取的实体关系。</li>}
             {graph !== null && graph.length === 0 && (
-              <li className="text-[11px] text-gray-400">该库暂无图谱（需配置 chat 模型 + 入库触发抽取）。</li>
+              <li className="text-[11px] text-slate-600">该库暂无图谱（需配置 chat 模型 + 入库触发抽取）。</li>
             )}
             {graph?.map((t, i) => (
               <li key={i} className="flex items-center gap-1 text-[11px]">
-                <span className="rounded bg-amber-100 px-1.5 py-0.5 text-amber-700">{t.s}</span>
-                <span className="text-gray-400">—{t.p}→</span>
-                <span className="rounded bg-emerald-100 px-1.5 py-0.5 text-emerald-700">{t.o}</span>
+                <span className="rounded bg-amber-500/15 px-1.5 py-0.5 text-amber-300">{t.s}</span>
+                <span className="text-slate-500">—{t.p}→</span>
+                <span className="rounded bg-emerald-500/15 px-1.5 py-0.5 text-emerald-300">{t.o}</span>
               </li>
             ))}
           </ul>

sundynix-desktop/frontend/src/views/MemoryView.tsx

@@ -5,11 +5,11 @@ import type { Identity } from "../lib/api";
 export function MemoryView({ identity }: { identity: Identity }) {
   return (
     <div className="flex h-full">
-      <div className="w-96 border-r">
+      <div className="w-96 border-r border-line bg-ink-900">
         <MemoryPanel identity={identity} />
       </div>
-      <div className="flex-1 p-6 text-xs leading-relaxed text-gray-400">
-        <div className="mb-1 text-sm font-semibold text-gray-600">模型记得我什么 / 会话历史</div>
+      <div className="flex-1 p-6 text-xs leading-relaxed text-slate-500">
+        <div className="mb-1 text-sm font-semibold text-slate-300">模型记得我什么 / 会话历史</div>
         规划：长期画像逐条列出可改/删（含来源），会话列表 + 多轮历史浏览与清空，注入开关。
         <br />
         当前左侧可登记偏好（→ memory_upsert → sundynix_user_profile）。

sundynix-desktop/frontend/src/views/Placeholder.tsx

@@ -1,13 +1,11 @@
-// 规划中模块占位 —— 让信息架构可见，同时说明该模块的定位与依赖。
+// 规划中模块占位 —— 深色，露出信息架构与定位。
 export function Placeholder({ title, desc }: { title: string; desc: string }) {
   return (
-    <div className="flex h-full items-center justify-center">
-      <div className="max-w-md rounded-lg border border-dashed bg-gray-50 p-6 text-center">
-        <div className="mb-1 text-sm font-semibold text-gray-600">{title}</div>
-        <p className="text-xs leading-relaxed text-gray-400">{desc}</p>
-        <span className="mt-3 inline-block rounded bg-gray-200 px-2 py-0.5 text-[10px] text-gray-500">
-          规划中
-        </span>
+    <div className="flex h-full items-center justify-center p-8">
+      <div className="max-w-md rounded-xl border border-dashed border-line bg-ink-900 p-8 text-center">
+        <div className="mb-2 text-base font-medium text-slate-200">{title}</div>
+        <p className="text-sm leading-relaxed text-slate-500">{desc}</p>
+        <span className="mt-4 inline-block rounded-md bg-ink-800 px-2.5 py-1 text-[11px] text-slate-400">规划中</span>
       </div>
     </div>
   );

sundynix-desktop/frontend/tailwind.config.js

@@ -1,6 +1,26 @@
 /** @type {import('tailwindcss').Config} */
 export default {
   content: ["./index.html", "./src/**/*.{ts,tsx}"],
-  theme: { extend: {} },
+  theme: {
+    extend: {
+      colors: {
+        // 深色 AI 控制台分层表面
+        ink: {
+          950: "#0b0d12",
+          900: "#0f121a",
+          850: "#141824",
+          800: "#1a1f2d",
+          700: "#232a3b",
+          600: "#323a4f",
+        },
+        line: "#242b3c",
+      },
+      boxShadow: {
+        glow: "0 0 0 1px rgba(139,92,246,0.45), 0 0 18px rgba(139,92,246,0.28)",
+        "glow-cyan": "0 0 0 1px rgba(34,211,238,0.4), 0 0 16px rgba(34,211,238,0.22)",
+        card: "0 1px 2px rgba(0,0,0,0.4), 0 8px 24px rgba(0,0,0,0.25)",
+      },
+    },
+  },
   plugins: [],
 };

sundynix-desktop/go.mod

@@ -2,4 +2,9 @@ module github.com/sundynix/sundynix-desktop
 
 go 1.23
 
-require github.com/wailsapp/wails/v2 v2.9.2
+require github.com/wailsapp/wails/v2 v2.12.0
+
+require (
+	github.com/leaanthony/slicer v1.6.0 // indirect
+	github.com/leaanthony/u v1.1.1 // indirect
+)

sundynix-desktop/go.sum

@@ -1 +1,9 @@
-github.com/wailsapp/wails/v2 v2.9.2/go.mod h1:uehvlCwJSFcBq7rMCGfk4rxca67QQGsbg5Nm4m9UnBs=
+github.com/leaanthony/slicer v1.6.0 h1:1RFP5uiPJvT93TAHi+ipd3NACobkW53yUiBqZheE/Js=
+github.com/leaanthony/slicer v1.6.0/go.mod h1:o/Iz29g7LN0GqH3aMjWAe90381nyZlDNquK+mtH2Fj8=
+github.com/leaanthony/u v1.1.1 h1:TUFjwDGlNX+WuwVEzDqQwC2lOv0P4uhTQw7CMFdiK7M=
+github.com/leaanthony/u v1.1.1/go.mod h1:9+o6hejoRljvZ3BzdYlVL0JYCwtnAsVuN9pVTQcaRfI=
+github.com/matryer/is v1.4.0/go.mod h1:8I/i5uYgLzgsgEloJE1U6xx5HkBQpAZvepWuujKwMRU=
+github.com/matryer/is v1.4.1 h1:55ehd8zaGABKLXQUe2awZ99BD/PTc2ls+KV/dXphgEQ=
+github.com/matryer/is v1.4.1/go.mod h1:8I/i5uYgLzgsgEloJE1U6xx5HkBQpAZvepWuujKwMRU=
+github.com/wailsapp/wails/v2 v2.12.0 h1:BHO/kLNWFHYjCzucxbzAYZWUjub1Tvb4cSguQozHn5c=
+github.com/wailsapp/wails/v2 v2.12.0/go.mod h1:mo1bzK1DEJrobt7YrBjgxvb5Sihb1mhAY09hppbibQg=