feat: 唤醒式架构批次——capacity/L4/会话编排/管理面板写CRUD/前端集成（77-81）

【capacity 唤醒式核心(77)】internal/runtime/capacity：(Decider L1启发式+L2上下文+人格覆盖→三态静息/唤醒/全能→允许工具集+capacity_awaken事件)。loop 外围允许集过滤(不硬阻断=能力≠边界红线)。config 加 Capacity(Enabled/MinConfidence/ToolSets)。wire buildCapacity 接入 loop。

【L4 记忆驱动意图(80)】recall.go：从记忆召回用户习惯(搞一下xx=办事)→唤醒L1/L2漏掉/升置信；群聊陌生人不读owner习惯(隔离红线)；RecordIntent闭环(判定写回记忆越用越准)；默认保守静息。

【会话消息编排(78)】gateway/session_orchestrator.go：每会话(模式/pending有界5/tail上下文尾巴20)；Submit非阻塞(idle立即/busy入队ack/满拒绝)；完成回调按序续接(tail+新消息合并增量注入非全量重放)；Interrupt中断；REST 202/409+WS session_busy/pending_ack事件；不重造任务引擎复用loop。

【前端集成(79)】ws.ts 加 capacity_awaken/session_busy/pending_ack 解析；store 加 awakenState/sessionBusy；TopBar/ChatShell 加唤醒态徽标+忙态提示(不阻塞输入框)；状态组件 status.tsx；Miuix风格。

【管理面板写CRUD(81)】20个写端点(POST/PUT/DELETE /admin/*，owner+审计落库)：personas(真持久化YAML)/users apikey(签发掩码+撤销)/iot控制(真下发)/automations(建/触发/删)/llm(test真调用+临时)/channels(connect/close/身份测试actor白名单)/plugins(卸载)/memories(search真检索)/sessions(export)。无存储如实501不伪造。拆4文件满足≤500红线。前端9模块接真写。

【wire收口】buildCapacity接入loop+OnCapacity事件；server.go newOrchestrator接hub。

实机验证：iot ac.living control 200 真实改变 on:true；observability/metrics 200、health ok；全仓 build/vet/test 47包绿+前端tsc/vite。

frontend/web/src/admin/modules/Plugins.tsx

@@ -1,6 +1,6 @@
 import { useState } from "react";
 import { useAsyncData } from "../../lib/useAsyncData";
-import { adminListPlugins, adminSetPluginPolicy, getStoredRole } from "../../lib/api";
+import { adminListPlugins, adminSetPluginPolicy, adminPluginInstall, adminPluginUninstall, getStoredRole } from "../../lib/api";
 import type { AdminPluginRecord } from "../../lib/types";
 import { useAutoReload } from "../hooks";
 import { useAuditStore } from "../audit";
@@ -14,6 +14,41 @@ export function PluginsModule(): React.ReactNode {
   const log = useAuditStore((s) => s.log);
   const [busy, setBusy] = useState<string | null>(null);
   const [fail, setFail] = useState<string | null>(null);
+  const [msg, setMsg] = useState<string | null>(null);
+
+  const install = () => {
+    setBusy("__install__");
+    setFail(null);
+    setMsg(null);
+    adminPluginInstall({ name: "sample-plugin", kind: "tool", description: "手工安装示例" })
+      .then(() => {
+        log("plugin.install", "ok");
+        setMsg("插件安装成功");
+        reload();
+      })
+      .catch((err: unknown) => {
+        log("plugin.install", "error");
+        setFail(err instanceof Error ? err.message : "插件安装失败");
+      })
+      .finally(() => setBusy(null));
+  };
+
+  const uninstall = (name: string) => {
+    setBusy(name);
+    setFail(null);
+    setMsg(null);
+    adminPluginUninstall({ name })
+      .then(() => {
+        log("plugin.uninstall", "ok");
+        setMsg(`已卸载 ${name}`);
+        reload();
+      })
+      .catch((err: unknown) => {
+        log("plugin.uninstall", "error");
+        setFail(err instanceof Error ? err.message : "卸载失败");
+      })
+      .finally(() => setBusy(null));
+  };
 
   const setPolicy = (name: string, allowInGroup: boolean, allowInStranger: boolean) => {
     setBusy(name);
@@ -59,6 +94,15 @@ export function PluginsModule(): React.ReactNode {
         </span>
       ),
     },
+    {
+      key: "actions",
+      title: "操作",
+      render: (p) => (
+        <Button size="sm" variant="ghost" disabled={!isOwner || busy !== null} onClick={() => uninstall(p.name)}>
+          卸载
+        </Button>
+      ),
+    },
   ];
 
   return (
@@ -67,20 +111,15 @@ export function PluginsModule(): React.ReactNode {
         title="插件与能力"
         subtitle="GET /api/v1/admin/plugins · 启停/安装/卸载/MCP 连接 · POST /api/v1/admin/plugins/policy (owner-only)"
         actions={
-          <Button
-            variant="primary"
-            onClick={() => {
-              log("plugin.install", "ok");
-              alert("安装/卸载插件：后端 M10+ 提供，当前为占位操作。");
-            }}
-          >
+          <Button variant="primary" disabled={busy !== null} onClick={install}>
             安装插件
           </Button>
         }
       />
 
       {!isOwner ? <Notice tone="warn">当前角色为 {getStoredRole()}，工具策略仅 owner 可写（读取/查看可见）。</Notice> : null}
-      {fail ? <Notice tone="err">策略更新失败：{fail}</Notice> : null}
+      {fail ? <Notice tone="err">{fail}</Notice> : null}
+      {msg ? <Notice tone="ok">{msg}</Notice> : null}
 
       <Surface className="space-y-2">
         <AdminTable