diff --git a/Dockerfile b/Dockerfile
index 6904aafc..570702af 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -6,6 +6,7 @@ COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
 WORKDIR /MaiMBot
 
 ENV MAIBOT_LEGACY_0X_UPGRADE_CONFIRMED=1
+ENV PATH="/MaiMBot/.venv/bin:${PATH}"
 
 # Copy dependency metadata
 COPY pyproject.toml uv.lock ./
@@ -13,7 +14,7 @@ COPY pyproject.toml uv.lock ./
 RUN apt-get update && apt-get install -y git
 
 # Install runtime dependencies
-RUN uv sync --frozen --no-dev --system --no-install-project
+RUN uv sync --frozen --no-dev --no-install-project
 
 # Copy project source
 COPY . .
diff --git a/dashboard/src/components/memory/MemoryEpisodeManager.tsx b/dashboard/src/components/memory/MemoryEpisodeManager.tsx
index d52e09a5..1f392f39 100644
--- a/dashboard/src/components/memory/MemoryEpisodeManager.tsx
+++ b/dashboard/src/components/memory/MemoryEpisodeManager.tsx
@@ -1,10 +1,11 @@
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
-import { Loader2, Play, RefreshCw, RotateCcw, Search } from 'lucide-react'
+import { ChevronDown, Loader2, Play, RefreshCw, RotateCcw, Search } from 'lucide-react'
 
 import { Alert, AlertDescription } from '@/components/ui/alert'
 import { Badge } from '@/components/ui/badge'
 import { Button } from '@/components/ui/button'
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from '@/components/ui/collapsible'
 import { Input } from '@/components/ui/input'
 import { Label } from '@/components/ui/label'
 import { ScrollArea } from '@/components/ui/scroll-area'
@@ -88,7 +89,11 @@ export function MemoryEpisodeManager() {
   const { toast } = useToast()
   const [query, setQuery] = useState('')
   const [source, setSource] = useState('')
+  const [platform, setPlatform] = useState('')
+  const [userId, setUserId] = useState('')
   const [personId, setPersonId] = useState('')
+  const [showAdvancedPersonId, setShowAdvancedPersonId] = useState(false)
+  const [showRawEpisodePayload, setShowRawEpisodePayload] = useState(false)
   const [timeStart, setTimeStart] = useState('')
   const [timeEnd, setTimeEnd] = useState('')
   const [limit, setLimit] = useState('20')
@@ -118,11 +123,14 @@ export function MemoryEpisodeManager() {
   const loadEpisodes = useCallback(async () => {
     setLoading(true)
     try {
+      const directPersonId = showAdvancedPersonId ? personId.trim() : ''
       const [listPayload] = await Promise.all([
         getMemoryEpisodes({
-          query,
-          source,
-          personId,
+          query: query.trim(),
+          source: source.trim(),
+          platform: platform.trim(),
+          userId: userId.trim(),
+          personId: directPersonId,
           limit: parsePositiveInt(limit, 20),
           timeStart: parseOptionalNumber(timeStart),
           timeEnd: parseOptionalNumber(timeEnd),
@@ -143,7 +151,7 @@ export function MemoryEpisodeManager() {
     } finally {
       setLoading(false)
     }
-  }, [limit, loadStatus, personId, query, selectedId, source, timeEnd, timeStart, toast])
+  }, [limit, loadStatus, personId, platform, query, selectedId, showAdvancedPersonId, source, timeEnd, timeStart, toast, userId])
 
   const loadDetail = useCallback(async (episodeId: string) => {
     if (!episodeId) {
@@ -260,10 +268,23 @@ export function MemoryEpisodeManager() {
               <Search className="h-4 w-4" />
               Episode 查询
             </CardTitle>
-            <CardDescription>按来源、人物和时间范围查看情节记忆构建结果。</CardDescription>
+            <CardDescription>按平台账号、来源和时间范围查看情节记忆构建结果；person_id 查询放在高级入口。</CardDescription>
           </CardHeader>
           <CardContent className="space-y-4">
             <div className="grid gap-3 md:grid-cols-2">
+              <div className="space-y-2">
+                <Label htmlFor="episode-platform">平台</Label>
+                <Input
+                  id="episode-platform"
+                  value={platform}
+                  onChange={(event) => setPlatform(event.target.value)}
+                  placeholder="例如 qq、telegram、webui"
+                />
+              </div>
+              <div className="space-y-2">
+                <Label htmlFor="episode-user-id">用户账号</Label>
+                <Input id="episode-user-id" value={userId} onChange={(event) => setUserId(event.target.value)} placeholder="输入平台侧 user_id" />
+              </div>
               <div className="space-y-2">
                 <Label htmlFor="episode-query">关键词</Label>
                 <Input id="episode-query" value={query} onChange={(event) => setQuery(event.target.value)} placeholder="搜索摘要或内容" />
@@ -272,10 +293,6 @@ export function MemoryEpisodeManager() {
                 <Label htmlFor="episode-source">来源</Label>
                 <Input id="episode-source" value={source} onChange={(event) => setSource(event.target.value)} placeholder="chat_summary:..." />
               </div>
-              <div className="space-y-2">
-                <Label htmlFor="episode-person">人物 ID</Label>
-                <Input id="episode-person" value={personId} onChange={(event) => setPersonId(event.target.value)} placeholder="person_id" />
-              </div>
               <div className="space-y-2">
                 <Label htmlFor="episode-limit">数量</Label>
                 <Input id="episode-limit" type="number" value={limit} onChange={(event) => setLimit(event.target.value)} />
@@ -289,6 +306,25 @@ export function MemoryEpisodeManager() {
                 <Input id="episode-time-end" value={timeEnd} onChange={(event) => setTimeEnd(event.target.value)} placeholder="可选" />
               </div>
             </div>
+
+            <Collapsible open={showAdvancedPersonId} onOpenChange={setShowAdvancedPersonId} className="rounded-lg border bg-muted/10">
+              <CollapsibleTrigger asChild>
+                <Button variant="ghost" className="flex h-10 w-full justify-between px-3">
+                  <span>高级查询</span>
+                  <ChevronDown className={cn('h-4 w-4 transition-transform', showAdvancedPersonId && 'rotate-180')} />
+                </Button>
+              </CollapsibleTrigger>
+              <CollapsibleContent className="space-y-2 border-t px-3 py-3">
+                <Label htmlFor="episode-person">person_id</Label>
+                <Input
+                  id="episode-person"
+                  value={personId}
+                  onChange={(event) => setPersonId(event.target.value)}
+                  placeholder="调试或后台管理时直接输入"
+                />
+              </CollapsibleContent>
+            </Collapsible>
+
             <Button onClick={() => void loadEpisodes()} disabled={loading}>
               <RefreshCw className={cn('mr-2 h-4 w-4', loading && 'animate-spin')} />
               刷新 Episode
@@ -314,6 +350,12 @@ export function MemoryEpisodeManager() {
                       >
                         <TableCell>
                           <div className="max-w-[280px] truncate font-medium">{getEpisodeTitle(item)}</div>
+                          {item.person_name || item.person_id ? (
+                            <div className="max-w-[280px] truncate text-xs text-muted-foreground">
+                              {String(item.person_name || item.person_id)}
+                              {item.person_name && item.person_id ? <span className="font-mono"> · {String(item.person_id)}</span> : null}
+                            </div>
+                          ) : null}
                           <div className="font-mono text-[11px] text-muted-foreground break-all">{episodeId || '-'}</div>
                         </TableCell>
                         <TableCell className="max-w-[180px] truncate">{String(item.source ?? '-')}</TableCell>
@@ -350,12 +392,23 @@ export function MemoryEpisodeManager() {
                   <div className="flex flex-wrap gap-2">
                     <Badge variant="outline">{getEpisodeId(selectedEpisode) || '无 ID'}</Badge>
                     {selectedEpisode.source ? <Badge variant="secondary">{String(selectedEpisode.source)}</Badge> : null}
-                    {selectedEpisode.person_id ? <Badge>{String(selectedEpisode.person_id)}</Badge> : null}
+                    {selectedEpisode.person_name ? <Badge>{String(selectedEpisode.person_name)}</Badge> : null}
+                    {selectedEpisode.person_id ? <Badge variant="outline">{String(selectedEpisode.person_id)}</Badge> : null}
                   </div>
                   <Textarea value={String(selectedEpisode.summary ?? selectedEpisode.content ?? '')} readOnly className="min-h-[120px]" />
-                  <pre className="max-h-56 overflow-auto rounded-lg border bg-muted/20 p-3 text-xs break-words whitespace-pre-wrap">
-                    {JSON.stringify(selectedEpisode, null, 2)}
-                  </pre>
+                  <Collapsible open={showRawEpisodePayload} onOpenChange={setShowRawEpisodePayload} className="rounded-lg border bg-muted/10">
+                    <CollapsibleTrigger asChild>
+                      <Button variant="ghost" className="flex h-10 w-full justify-between px-3">
+                        <span>原始响应 JSON</span>
+                        <ChevronDown className={cn('h-4 w-4 transition-transform', showRawEpisodePayload && 'rotate-180')} />
+                      </Button>
+                    </CollapsibleTrigger>
+                    <CollapsibleContent className="border-t">
+                      <pre className="max-h-56 overflow-auto p-3 text-xs break-words whitespace-pre-wrap">
+                        {JSON.stringify(selectedEpisode, null, 2)}
+                      </pre>
+                    </CollapsibleContent>
+                  </Collapsible>
                   <div className="space-y-2">
                     <div className="text-sm font-medium">关联段落</div>
                     {selectedEpisodeParagraphs.length > 0 ? (
@@ -386,9 +439,9 @@ export function MemoryEpisodeManager() {
                 <RotateCcw className="h-4 w-4" />
                 Episode 运维
               </CardTitle>
-              <CardDescription>重建来源或处理待生成队列。</CardDescription>
+              <CardDescription>重新生成指定来源的情景记忆，或处理后台尚未生成的 Episode 任务。</CardDescription>
             </CardHeader>
-            <CardContent className="space-y-4">
+            <CardContent className="space-y-5">
               {failedItems.length > 0 ? (
                 <Alert>
                   <AlertDescription>
@@ -396,38 +449,66 @@ export function MemoryEpisodeManager() {
                   </AlertDescription>
                 </Alert>
               ) : null}
-              <div className="grid gap-3 md:grid-cols-2">
-                <div className="space-y-2">
-                  <Label htmlFor="episode-rebuild-source">单个来源</Label>
-                  <Input id="episode-rebuild-source" value={rebuildSource} onChange={(event) => setRebuildSource(event.target.value)} />
+
+              <div className="space-y-3 rounded-lg border bg-muted/10 p-3">
+                <div>
+                  <div className="text-sm font-medium">重新生成来源 Episode</div>
+                  <div className="mt-1 text-xs text-muted-foreground">
+                    适用于导入内容变化、反馈纠错后，需要用来源下的段落替换旧 Episode 的场景。
+                  </div>
                 </div>
-                <div className="space-y-2">
-                  <Label htmlFor="episode-rebuild-sources">多个来源（逗号分隔）</Label>
-                  <Input id="episode-rebuild-sources" value={rebuildSources} onChange={(event) => setRebuildSources(event.target.value)} />
+                <div className="grid gap-3 md:grid-cols-2">
+                  <div className="space-y-2">
+                    <Label htmlFor="episode-rebuild-source">来源 ID</Label>
+                    <Input
+                      id="episode-rebuild-source"
+                      value={rebuildSource}
+                      onChange={(event) => setRebuildSource(event.target.value)}
+                      placeholder="例如 chat_summary:test-webui:coffee"
+                    />
+                  </div>
+                  <div className="space-y-2">
+                    <Label htmlFor="episode-rebuild-sources">多个来源 ID</Label>
+                    <Input
+                      id="episode-rebuild-sources"
+                      value={rebuildSources}
+                      onChange={(event) => setRebuildSources(event.target.value)}
+                      placeholder="用英文逗号分隔多个来源"
+                    />
+                  </div>
                 </div>
-              </div>
-              <label className="flex items-center gap-2 text-sm">
-                <input type="checkbox" checked={rebuildAll} onChange={(event) => setRebuildAll(event.target.checked)} />
-                重建全部可用来源
-              </label>
-              <Button onClick={() => void submitRebuild()} disabled={actionLoading}>
-                <RotateCcw className="mr-2 h-4 w-4" />
-                重建 Episode
-              </Button>
-              <div className="grid gap-3 md:grid-cols-[1fr_1fr_auto] md:items-end">
-                <div className="space-y-2">
-                  <Label htmlFor="episode-pending-limit">处理数量</Label>
-                  <Input id="episode-pending-limit" type="number" value={pendingLimit} onChange={(event) => setPendingLimit(event.target.value)} />
-                </div>
-                <div className="space-y-2">
-                  <Label htmlFor="episode-pending-retry">最大重试</Label>
-                  <Input id="episode-pending-retry" type="number" value={pendingMaxRetry} onChange={(event) => setPendingMaxRetry(event.target.value)} />
-                </div>
-                <Button variant="outline" onClick={() => void submitProcessPending()} disabled={actionLoading}>
-                  <Play className="mr-2 h-4 w-4" />
-                  处理 pending
+                <label className="flex items-center gap-2 text-sm">
+                  <input type="checkbox" checked={rebuildAll} onChange={(event) => setRebuildAll(event.target.checked)} />
+                  重新生成全部可用来源
+                </label>
+                <Button onClick={() => void submitRebuild()} disabled={actionLoading}>
+                  <RotateCcw className="mr-2 h-4 w-4" />
+                  重新生成 Episode
                 </Button>
               </div>
+
+              <div className="space-y-3 rounded-lg border bg-muted/10 p-3">
+                <div>
+                  <div className="text-sm font-medium">处理待生成任务</div>
+                  <div className="mt-1 text-xs text-muted-foreground">
+                    适用于后台已有待生成段落时，手动推进这些段落生成 Episode。
+                  </div>
+                </div>
+                <div className="grid gap-3 md:grid-cols-[1fr_1fr_auto] md:items-end">
+                  <div className="space-y-2">
+                    <Label htmlFor="episode-pending-limit">本次处理上限</Label>
+                    <Input id="episode-pending-limit" type="number" value={pendingLimit} onChange={(event) => setPendingLimit(event.target.value)} />
+                  </div>
+                  <div className="space-y-2">
+                    <Label htmlFor="episode-pending-retry">失败重试上限</Label>
+                    <Input id="episode-pending-retry" type="number" value={pendingMaxRetry} onChange={(event) => setPendingMaxRetry(event.target.value)} />
+                  </div>
+                  <Button variant="outline" onClick={() => void submitProcessPending()} disabled={actionLoading}>
+                    <Play className="mr-2 h-4 w-4" />
+                    处理待生成任务
+                  </Button>
+                </div>
+              </div>
             </CardContent>
           </Card>
         </div>
diff --git a/dashboard/src/components/memory/MemoryProfileManager.tsx b/dashboard/src/components/memory/MemoryProfileManager.tsx
index 848a683b..588b6a59 100644
--- a/dashboard/src/components/memory/MemoryProfileManager.tsx
+++ b/dashboard/src/components/memory/MemoryProfileManager.tsx
@@ -1,11 +1,12 @@
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
-import { Loader2, RefreshCw, Save, Search, Trash2 } from 'lucide-react'
+import { ChevronDown, Loader2, RefreshCw, Save, Search, Trash2 } from 'lucide-react'
 
 import { Alert, AlertDescription } from '@/components/ui/alert'
 import { Badge } from '@/components/ui/badge'
 import { Button } from '@/components/ui/button'
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
 import { Checkbox } from '@/components/ui/checkbox'
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from '@/components/ui/collapsible'
 import { Input } from '@/components/ui/input'
 import { Label } from '@/components/ui/label'
 import { ScrollArea } from '@/components/ui/scroll-area'
@@ -16,6 +17,7 @@ import {
   deleteMemoryProfileOverride,
   getMemoryProfiles,
   queryMemoryProfile,
+  searchMemoryProfiles,
   setMemoryProfileOverride,
   type MemoryProfileItemPayload,
   type MemoryProfileQueryPayload,
@@ -77,6 +79,7 @@ function resolveProfileText(queryResult: MemoryProfileQueryPayload | null, selec
 export function MemoryProfileManager() {
   const { toast } = useToast()
   const [profiles, setProfiles] = useState<MemoryProfileItemPayload[]>([])
+  const [profileListMode, setProfileListMode] = useState<'library' | 'search'>('library')
   const [selectedPersonId, setSelectedPersonId] = useState('')
   const [queryPersonId, setQueryPersonId] = useState('')
   const [queryKeyword, setQueryKeyword] = useState('')
@@ -84,6 +87,8 @@ export function MemoryProfileManager() {
   const [queryUserId, setQueryUserId] = useState('')
   const [queryLimit, setQueryLimit] = useState('12')
   const [forceRefresh, setForceRefresh] = useState(false)
+  const [showAdvancedPersonId, setShowAdvancedPersonId] = useState(false)
+  const [showRawProfilePayload, setShowRawProfilePayload] = useState(false)
   const [overrideText, setOverrideText] = useState('')
   const [queryResult, setQueryResult] = useState<MemoryProfileQueryPayload | null>(null)
   const [loading, setLoading] = useState(false)
@@ -96,6 +101,7 @@ export function MemoryProfileManager() {
     [profiles, selectedPersonId],
   )
   const profileText = resolveProfileText(queryResult, selectedProfile)
+  const selectedDisplayName = selectedProfile?.person_name || selectedPersonId || String(queryResult?.person_id ?? '未选择')
 
   const loadProfiles = useCallback(async () => {
     setLoading(true)
@@ -103,6 +109,7 @@ export function MemoryProfileManager() {
       const payload = await getMemoryProfiles(80)
       const nextItems = payload.items ?? []
       setProfiles(nextItems)
+      setProfileListMode('library')
       if (!selectedPersonId && nextItems.length > 0) {
         setSelectedPersonId(nextItems[0].person_id)
       }
@@ -127,42 +134,74 @@ export function MemoryProfileManager() {
 
   useEffect(() => {
     setOverrideText(stringifyOverride(selectedProfile?.manual_override))
-    if (selectedProfile?.person_id) {
-      setQueryPersonId(selectedProfile.person_id)
-    }
   }, [selectedProfile])
 
   const submitQuery = useCallback(async () => {
-    const hasAccountLocator = queryPlatform.trim() && queryUserId.trim()
-    if (!queryPersonId.trim() && !queryKeyword.trim() && !hasAccountLocator) {
+    const directPersonId = showAdvancedPersonId ? queryPersonId.trim() : ''
+    const cleanKeyword = queryKeyword.trim()
+    const cleanPlatform = queryPlatform.trim()
+    const cleanUserId = queryUserId.trim()
+    const hasAccountLocator = Boolean(cleanPlatform && cleanUserId)
+    if (!directPersonId && !cleanKeyword && !hasAccountLocator) {
       toast({
         title: '请输入查询条件',
-        description: 'person_id、关键词、或平台与账号至少填写一种。',
+        description: '用户账号、关键词、或高级 person_id 至少填写一种。',
         variant: 'destructive',
       })
       return
     }
     setQuerying(true)
     try {
+      if (!directPersonId && !hasAccountLocator) {
+        const searchPayload = await searchMemoryProfiles({
+          personKeyword: cleanKeyword,
+          limit: 80,
+        })
+        const nextItems = searchPayload.items ?? []
+        setProfiles(nextItems)
+        setProfileListMode('search')
+        setQueryResult(null)
+        setSelectedPersonId(nextItems[0]?.person_id ?? '')
+        toast({
+          title: '人物画像检索完成',
+          description: `命中 ${nextItems.length} 个画像。`,
+        })
+        return
+      }
+
       const payload = await queryMemoryProfile({
-        personId: queryPersonId.trim(),
-        personKeyword: queryKeyword.trim(),
-        platform: queryPlatform.trim(),
-        userId: queryUserId.trim(),
+        personId: directPersonId,
+        personKeyword: cleanKeyword,
+        platform: cleanPlatform,
+        userId: cleanUserId,
         limit: parsePositiveInt(queryLimit, 12),
         forceRefresh,
       })
+      if (payload.success === false) {
+        throw new Error(String(payload.error ?? '人物画像查询失败'))
+      }
       setQueryResult(payload)
-      const nextPersonId = String(payload.person_id ?? payload.profile?.person_id ?? queryPersonId ?? '')
+      const nextPersonId = String(payload.person_id ?? payload.profile?.person_id ?? directPersonId ?? '')
+      const searchPayload = await searchMemoryProfiles({
+        personId: nextPersonId || directPersonId,
+        personKeyword: cleanKeyword,
+        platform: cleanPlatform,
+        userId: cleanUserId,
+        limit: 80,
+      })
+      const nextItems = searchPayload.items ?? []
+      setProfiles(nextItems)
+      setProfileListMode('search')
       if (nextPersonId) {
         setSelectedPersonId(nextPersonId)
         setQueryPersonId(nextPersonId)
+      } else if (nextItems.length > 0) {
+        setSelectedPersonId(nextItems[0].person_id)
       }
       toast({
         title: '人物画像查询完成',
         description: forceRefresh ? '已请求强制刷新画像。' : '已获取画像结果。',
       })
-      await loadProfiles()
     } catch (error) {
       toast({
         title: '人物画像查询失败',
@@ -172,7 +211,7 @@ export function MemoryProfileManager() {
     } finally {
       setQuerying(false)
     }
-  }, [forceRefresh, loadProfiles, queryKeyword, queryLimit, queryPersonId, queryPlatform, queryUserId, toast])
+  }, [forceRefresh, queryKeyword, queryLimit, queryPersonId, queryPlatform, queryUserId, showAdvancedPersonId, toast])
 
   const saveOverride = useCallback(async () => {
     const personId = selectedPersonId || queryPersonId.trim()
@@ -238,18 +277,10 @@ export function MemoryProfileManager() {
             <Search className="h-4 w-4" />
             人物画像查询
           </CardTitle>
-          <CardDescription>查看最近画像快照，或按 person_id、关键词、平台账号触发查询与刷新。</CardDescription>
+          <CardDescription>按平台账号定位人物画像，可用关键词辅助检索；person_id 查询放在高级入口。</CardDescription>
         </CardHeader>
         <CardContent className="space-y-4">
           <div className="grid gap-3 md:grid-cols-2">
-            <div className="space-y-2">
-              <Label htmlFor="profile-person-id">person_id</Label>
-              <Input id="profile-person-id" value={queryPersonId} onChange={(event) => setQueryPersonId(event.target.value)} />
-            </div>
-            <div className="space-y-2">
-              <Label htmlFor="profile-keyword">人物关键词</Label>
-              <Input id="profile-keyword" value={queryKeyword} onChange={(event) => setQueryKeyword(event.target.value)} />
-            </div>
             <div className="space-y-2">
               <Label htmlFor="profile-platform">平台</Label>
               <Input
@@ -260,7 +291,7 @@ export function MemoryProfileManager() {
               />
             </div>
             <div className="space-y-2">
-              <Label htmlFor="profile-user-id">平台账号</Label>
+              <Label htmlFor="profile-user-id">用户账号</Label>
               <Input
                 id="profile-user-id"
                 value={queryUserId}
@@ -268,6 +299,10 @@ export function MemoryProfileManager() {
                 placeholder="输入平台侧 user_id"
               />
             </div>
+            <div className="space-y-2">
+              <Label htmlFor="profile-keyword">人物关键词</Label>
+              <Input id="profile-keyword" value={queryKeyword} onChange={(event) => setQueryKeyword(event.target.value)} placeholder="可选" />
+            </div>
             <div className="space-y-2">
               <Label htmlFor="profile-limit">证据数量</Label>
               <Input id="profile-limit" type="number" value={queryLimit} onChange={(event) => setQueryLimit(event.target.value)} />
@@ -283,6 +318,32 @@ export function MemoryProfileManager() {
               </Label>
             </div>
           </div>
+
+          <Collapsible open={showAdvancedPersonId} onOpenChange={setShowAdvancedPersonId} className="rounded-lg border bg-muted/10">
+            <CollapsibleTrigger asChild>
+              <Button variant="ghost" className="flex h-10 w-full justify-between px-3">
+                <span>高级查询</span>
+                <ChevronDown className={cn('h-4 w-4 transition-transform', showAdvancedPersonId && 'rotate-180')} />
+              </Button>
+            </CollapsibleTrigger>
+            <CollapsibleContent className="space-y-2 border-t px-3 py-3">
+              <Label htmlFor="profile-person-id">person_id</Label>
+              <Input
+                id="profile-person-id"
+                value={queryPersonId}
+                onChange={(event) => setQueryPersonId(event.target.value)}
+                placeholder="调试或后台管理时直接输入"
+              />
+            </CollapsibleContent>
+          </Collapsible>
+
+          {selectedPersonId || queryPersonId ? (
+            <div className="rounded-lg border bg-muted/20 px-3 py-2 text-sm">
+              <div className="text-muted-foreground">当前定位 person_id</div>
+              <div className="mt-1 break-all font-mono text-xs">{selectedPersonId || queryPersonId}</div>
+            </div>
+          ) : null}
+
           <div className="flex flex-wrap gap-2">
             <Button onClick={() => void submitQuery()} disabled={querying}>
               <Search className="mr-2 h-4 w-4" />
@@ -290,10 +351,19 @@ export function MemoryProfileManager() {
             </Button>
             <Button variant="outline" onClick={() => void loadProfiles()} disabled={loading}>
               <RefreshCw className={cn('mr-2 h-4 w-4', loading && 'animate-spin')} />
-              刷新列表
+              查看画像库
             </Button>
           </div>
 
+          <div className="rounded-lg border bg-muted/10 px-3 py-2">
+            <div className="text-sm font-medium">{profileListMode === 'search' ? '检索结果' : '画像库'}</div>
+            <div className="mt-1 text-xs text-muted-foreground">
+              {profileListMode === 'search'
+                ? '根据当前平台账号、关键词或 person_id 筛选出的画像候选。'
+                : '系统中已生成的最新人物画像快照，按更新时间排序。'}
+            </div>
+          </div>
+
           <ScrollArea className="h-[520px] rounded-lg border">
             <Table>
               <TableHeader className="sticky top-0 bg-background">
@@ -311,7 +381,8 @@ export function MemoryProfileManager() {
                     onClick={() => setSelectedPersonId(item.person_id)}
                   >
                     <TableCell>
-                      <div className="font-medium break-all">{item.person_id}</div>
+                      <div className="font-medium break-all">{item.person_name || item.person_id}</div>
+                      {item.person_name ? <div className="mt-0.5 font-mono text-xs text-muted-foreground break-all">{item.person_id}</div> : null}
                       <div className="mt-1 flex flex-wrap gap-1">
                         {item.has_manual_override ? <Badge variant="secondary">手动 override</Badge> : null}
                         {item.source_note ? <Badge variant="outline">{item.source_note}</Badge> : null}
@@ -323,7 +394,7 @@ export function MemoryProfileManager() {
                 )) : (
                   <TableRow>
                     <TableCell colSpan={3} className="text-center text-muted-foreground">
-                      {loading ? '正在加载人物画像...' : '还没有人物画像快照'}
+                      {loading ? '正在加载人物画像...' : profileListMode === 'search' ? '没有匹配的人物画像' : '还没有人物画像快照'}
                     </TableCell>
                   </TableRow>
                 )}
@@ -353,9 +424,19 @@ export function MemoryProfileManager() {
                   {selectedProfile?.expires_at ? <Badge variant="secondary">过期时间 {formatMemoryTime(selectedProfile.expires_at)}</Badge> : null}
                 </div>
                 <Textarea value={profileText} readOnly className="min-h-[180px]" placeholder="当前没有画像文本" />
-                <pre className="max-h-72 overflow-auto rounded-lg border bg-muted/20 p-3 text-xs break-words whitespace-pre-wrap">
-                  {JSON.stringify(queryResult ?? selectedProfile ?? {}, null, 2)}
-                </pre>
+                <Collapsible open={showRawProfilePayload} onOpenChange={setShowRawProfilePayload} className="rounded-lg border bg-muted/10">
+                  <CollapsibleTrigger asChild>
+                    <Button variant="ghost" className="flex h-10 w-full justify-between px-3">
+                      <span>原始响应 JSON</span>
+                      <ChevronDown className={cn('h-4 w-4 transition-transform', showRawProfilePayload && 'rotate-180')} />
+                    </Button>
+                  </CollapsibleTrigger>
+                  <CollapsibleContent className="border-t">
+                    <pre className="max-h-72 overflow-auto p-3 text-xs break-words whitespace-pre-wrap">
+                      {JSON.stringify(queryResult ?? selectedProfile ?? {}, null, 2)}
+                    </pre>
+                  </CollapsibleContent>
+                </Collapsible>
               </>
             ) : (
               <div className="rounded-lg border border-dashed bg-muted/20 p-6 text-center text-sm text-muted-foreground">
@@ -376,6 +457,7 @@ export function MemoryProfileManager() {
                 <AlertDescription>请选择或输入 person_id 后再编辑 override。</AlertDescription>
               </Alert>
             ) : null}
+            {selectedDisplayName ? <div className="text-sm text-muted-foreground">当前编辑对象：{selectedDisplayName}</div> : null}
             <Textarea
               value={overrideText}
               onChange={(event) => setOverrideText(event.target.value)}
diff --git a/dashboard/src/lib/memory-api.ts b/dashboard/src/lib/memory-api.ts
index 23663bbc..ac20039f 100644
--- a/dashboard/src/lib/memory-api.ts
+++ b/dashboard/src/lib/memory-api.ts
@@ -6,26 +6,104 @@ import { isElectron } from './runtime'
 async function getMemoryApiBase(): Promise<string> {
   if (isElectron()) {
     const base = await getApiBaseUrl()
-    return base ? `${base}/api/webui/memory` : '/api/webui/memory'
+    return normalizeMemoryApiBase(base)
   }
-  return import.meta.env.VITE_API_BASE_URL
-    ? `${import.meta.env.VITE_API_BASE_URL}/memory`
-    : '/api/webui/memory'
+  return normalizeMemoryApiBase(import.meta.env.VITE_API_BASE_URL)
+}
+
+function normalizeMemoryApiBase(rawBase?: string | null): string {
+  const base = String(rawBase ?? '').replace(/\/+$/, '')
+  if (!base) {
+    return '/api/webui/memory'
+  }
+  if (base.endsWith('/api/webui/memory')) {
+    return base
+  }
+  if (base.endsWith('/api/webui')) {
+    return `${base}/memory`
+  }
+  return `${base}/api/webui/memory`
+}
+
+function withMemoryRequestDefaults(init?: RequestInit): RequestInit {
+  return {
+    ...init,
+    credentials: init?.credentials ?? 'include',
+  }
+}
+
+function isHtmlResponse(rawText: string): boolean {
+  const normalizedText = rawText.trimStart().toLowerCase()
+  return normalizedText.startsWith('<!doctype') || normalizedText.startsWith('<html')
+}
+
+function formatRequestUrl(url: string): string {
+  if (typeof window === 'undefined') {
+    return url
+  }
+  try {
+    return new URL(url, window.location.href).toString()
+  } catch {
+    return url
+  }
+}
+
+function getLocalMemoryApiFallbackBases(primaryBase: string): string[] {
+  const fallbackBases: string[] = []
+  if (typeof window !== 'undefined') {
+    const hostname = window.location.hostname
+    if (hostname === 'localhost' || hostname === '127.0.0.1') {
+      fallbackBases.push(`http://${hostname}:8001/api/webui/memory`)
+    }
+  }
+  fallbackBases.push('http://127.0.0.1:8001/api/webui/memory')
+  fallbackBases.push('http://localhost:8001/api/webui/memory')
+  return Array.from(new Set(fallbackBases)).filter((base) => base !== primaryBase)
 }
 
 async function requestJson<T>(path: string, init?: RequestInit): Promise<T> {
-  const response = await fetch(`${await getMemoryApiBase()}${path}`, init)
-  if (!response.ok) {
-    let detail = `${response.status}`
-    try {
-      const payload = await response.json()
-      detail = String(payload?.detail ?? payload?.error ?? detail)
-    } catch {
-      // ignore json parsing fallback
+  const primaryBase = await getMemoryApiBase()
+  const urls = [
+    `${primaryBase}${path}`,
+    ...getLocalMemoryApiFallbackBases(primaryBase).map((base) => `${base}${path}`),
+  ]
+  const requestInit = withMemoryRequestDefaults(init)
+
+  for (let index = 0; index < urls.length; index += 1) {
+    const url = urls[index]
+    const response = await fetch(url, requestInit)
+    const rawText = await response.text()
+    const htmlResponse = isHtmlResponse(rawText)
+    const canRetry = index < urls.length - 1
+
+    if ((htmlResponse || response.status === 404) && canRetry) {
+      continue
+    }
+
+    if (!response.ok) {
+      let detail = `${response.status}`
+      try {
+        const payload = JSON.parse(rawText)
+        detail = String(payload?.detail ?? payload?.error ?? detail)
+      } catch {
+        if (htmlResponse) {
+          detail = `接口返回了前端页面，未命中后端 API 路由；当前请求：${formatRequestUrl(url)}`
+        }
+      }
+      throw new Error(detail)
+    }
+
+    try {
+      return JSON.parse(rawText) as T
+    } catch {
+      if (htmlResponse) {
+        throw new Error(`接口返回了前端页面，未命中后端 API 路由；当前请求：${formatRequestUrl(url)}`)
+      }
+      throw new Error(rawText ? '接口响应不是合法 JSON' : '接口返回了空响应')
     }
-    throw new Error(detail)
   }
-  return response.json() as Promise<T>
+
+  throw new Error('接口请求失败')
 }
 
 export interface MemoryGraphNodePayload {
@@ -589,6 +667,7 @@ export interface MemoryEpisodeItemPayload extends Record<string, unknown> {
   content?: string
   source?: string
   person_id?: string
+  person_name?: string
   time_start?: number | null
   time_end?: number | null
   created_at?: number | null
@@ -635,6 +714,7 @@ export interface MemoryEpisodeActionPayload extends Record<string, unknown> {
 
 export interface MemoryProfileItemPayload extends Record<string, unknown> {
   person_id: string
+  person_name?: string
   profile_version?: number
   profile_text?: string
   updated_at?: number | null
@@ -845,6 +925,8 @@ export async function getMemoryEpisodes(options?: {
   limit?: number
   source?: string
   personId?: string
+  platform?: string
+  userId?: string
   timeStart?: number
   timeEnd?: number
 }): Promise<MemoryEpisodeListPayload> {
@@ -853,6 +935,8 @@ export async function getMemoryEpisodes(options?: {
     limit: String(options?.limit ?? 20),
     source: options?.source ?? '',
     person_id: options?.personId ?? '',
+    platform: options?.platform ?? '',
+    user_id: options?.userId ?? '',
   })
   if (options?.timeStart !== undefined) {
     params.set('time_start', String(options.timeStart))
@@ -898,6 +982,23 @@ export async function getMemoryProfiles(limit: number = 50): Promise<MemoryProfi
   return requestJson<MemoryProfileListPayload>(`/profiles?limit=${limit}`)
 }
 
+export async function searchMemoryProfiles(options: {
+  personId?: string
+  personKeyword?: string
+  platform?: string
+  userId?: string
+  limit?: number
+}): Promise<MemoryProfileListPayload> {
+  const params = new URLSearchParams({
+    person_id: options.personId ?? '',
+    person_keyword: options.personKeyword ?? '',
+    platform: options.platform ?? '',
+    user_id: options.userId ?? '',
+    limit: String(options.limit ?? 50),
+  })
+  return requestJson<MemoryProfileListPayload>(`/profiles/search?${params.toString()}`)
+}
+
 export async function queryMemoryProfile(options: {
   personId?: string
   personKeyword?: string
diff --git a/dashboard/src/routes/resource/knowledge-base/tabs/FeedbackTab.tsx b/dashboard/src/routes/resource/knowledge-base/tabs/FeedbackTab.tsx
index f63c7978..85ec1c6d 100644
--- a/dashboard/src/routes/resource/knowledge-base/tabs/FeedbackTab.tsx
+++ b/dashboard/src/routes/resource/knowledge-base/tabs/FeedbackTab.tsx
@@ -104,7 +104,7 @@ export function FeedbackTab(props: FeedbackTabProps) {
               反馈纠错历史
             </CardTitle>
             <CardDescription>
-              查看 feedback correction 的判定、修改轨迹与回退结果；本期仅覆盖自动纠错任务
+              查看 feedback correction 的判定、修改轨迹与回退结果
             </CardDescription>
           </CardHeader>
           <CardContent className="space-y-4">
diff --git a/docker-entrypoint.sh b/docker-entrypoint.sh
index c439e9a8..0ac15c7b 100644
--- a/docker-entrypoint.sh
+++ b/docker-entrypoint.sh
@@ -10,4 +10,4 @@ if [ ! -e "$ADAPTER_TARGET" ] && [ -d "$ADAPTER_TEMPLATE" ]; then
     cp -a "$ADAPTER_TEMPLATE" "$ADAPTER_TARGET"
 fi
 
-exec python bot.py "$@"
+exec /MaiMBot/.venv/bin/python bot.py "$@"
diff --git a/src/webui/app.py b/src/webui/app.py
index 6fcb8f40..1b66863e 100644
--- a/src/webui/app.py
+++ b/src/webui/app.py
@@ -197,6 +197,9 @@ def _setup_static_files(app: FastAPI):
 
     @app.get("/{full_path:path}", include_in_schema=False)
     async def serve_spa(full_path: str):
+        if full_path == "api" or full_path.startswith("api/"):
+            raise HTTPException(status_code=404, detail=t("core.not_found"))
+
         if not full_path or full_path == "/":
             response = FileResponse(static_path / "index.html", media_type="text/html")
             response.headers["X-Robots-Tag"] = "noindex, nofollow, noarchive"
diff --git a/src/webui/routers/memory.py b/src/webui/routers/memory.py
index b24aa2c8..d1a2bc6c 100644
--- a/src/webui/routers/memory.py
+++ b/src/webui/routers/memory.py
@@ -9,8 +9,11 @@ from typing import Any, Optional
 import tomlkit
 from fastapi import APIRouter, Body, Depends, File, Form, HTTPException, Query, UploadFile
 from pydantic import BaseModel, Field
+from sqlmodel import col, select
 
 from src.A_memorix.host_service import a_memorix_host_service
+from src.common.database.database import get_db_session
+from src.common.database.database_model import PersonInfo
 from src.person_info.person_info import resolve_person_id_for_memory
 from src.services.memory_service import MemorySearchResult, memory_service
 from src.webui.dependencies import require_auth
@@ -298,22 +301,49 @@ async def _episode_list(
     limit: int,
     source: str,
     person_id: str,
+    platform: str,
+    user_id: str,
     time_start: float | None,
     time_end: float | None,
 ) -> dict:
-    return await memory_service.episode_admin(
+    clean_person_id = str(person_id or "").strip()
+    if not clean_person_id and str(platform or "").strip() and str(user_id or "").strip():
+        clean_person_id = resolve_person_id_for_memory(
+            platform=str(platform or "").strip(),
+            user_id=str(user_id or "").strip(),
+            strict_known=False,
+        )
+
+    payload = await memory_service.episode_admin(
         action="list",
         query=query,
         limit=limit,
         source=source,
-        person_id=person_id,
+        person_id=clean_person_id,
         time_start=time_start,
         time_end=time_end,
     )
+    if not isinstance(payload, dict) or not isinstance(payload.get("items"), list):
+        return payload
+
+    items = []
+    for item in payload["items"]:
+        if not isinstance(item, dict):
+            items.append(item)
+            continue
+        items.append(_enrich_episode_person_name(item))
+
+    payload = dict(payload)
+    payload["items"] = items
+    return payload
 
 
 async def _episode_get(episode_id: str) -> dict:
-    return await memory_service.episode_admin(action="get", episode_id=episode_id)
+    payload = await memory_service.episode_admin(action="get", episode_id=episode_id)
+    if isinstance(payload, dict) and isinstance(payload.get("episode"), dict):
+        payload = dict(payload)
+        payload["episode"] = _enrich_episode_person_name(payload["episode"])
+    return payload
 
 
 async def _episode_rebuild(payload: EpisodeRebuildRequest) -> dict:
@@ -362,8 +392,118 @@ async def _profile_query(
     )
 
 
+def _get_person_name_for_person_id(person_id: str) -> str:
+    clean_person_id = str(person_id or "").strip()
+    if not clean_person_id:
+        return ""
+    try:
+        with get_db_session(auto_commit=False) as session:
+            statement = select(PersonInfo.person_name).where(col(PersonInfo.person_id) == clean_person_id).limit(1)
+            person_name = session.exec(statement).first()
+            return str(person_name or "").strip()
+    except Exception:
+        return ""
+
+
+def _enrich_episode_person_name(item: dict) -> dict:
+    enriched = dict(item)
+    item_person_id = str(enriched.get("person_id", "") or "").strip()
+
+    participants = enriched.get("participants")
+    if not item_person_id and isinstance(participants, list):
+        for participant in participants:
+            if isinstance(participant, dict):
+                candidate = str(participant.get("person_id", "") or participant.get("id", "") or "").strip()
+            else:
+                candidate = str(participant or "").strip()
+            if candidate:
+                item_person_id = candidate
+                break
+
+    enriched["person_id"] = item_person_id
+    enriched["person_name"] = _get_person_name_for_person_id(item_person_id)
+    return enriched
+
+
 async def _profile_list(limit: int) -> dict:
-    return await memory_service.profile_admin(action="list", limit=limit)
+    payload = await memory_service.profile_admin(action="list", limit=limit)
+    if not isinstance(payload, dict) or not isinstance(payload.get("items"), list):
+        return payload
+
+    items = []
+    for item in payload["items"]:
+        if not isinstance(item, dict):
+            items.append(item)
+            continue
+        enriched = dict(item)
+        person_id = str(enriched.get("person_id", "") or "").strip()
+        enriched["person_name"] = _get_person_name_for_person_id(person_id)
+        items.append(enriched)
+
+    payload = dict(payload)
+    payload["items"] = items
+    return payload
+
+
+async def _profile_search(
+    *,
+    person_id: str,
+    person_keyword: str,
+    platform: str,
+    user_id: str,
+    limit: int,
+) -> dict:
+    clean_person_id = str(person_id or "").strip()
+    if not clean_person_id and str(platform or "").strip() and str(user_id or "").strip():
+        clean_person_id = resolve_person_id_for_memory(
+            platform=str(platform or "").strip(),
+            user_id=str(user_id or "").strip(),
+            strict_known=False,
+        )
+
+    payload = await _profile_list(max(limit, 200))
+    if not isinstance(payload, dict) or not isinstance(payload.get("items"), list):
+        return payload
+
+    keyword = str(person_keyword or "").strip().lower()
+
+    def _matches(item: dict) -> bool:
+        if clean_person_id and str(item.get("person_id", "") or "").strip() != clean_person_id:
+            return False
+        if not keyword:
+            return True
+
+        override = item.get("manual_override")
+        override_text = ""
+        if isinstance(override, dict):
+            override_text = str(override.get("override_text", "") or override.get("text", "") or "")
+        elif isinstance(override, str):
+            override_text = override
+
+        haystack = "\n".join(
+            [
+                str(item.get("person_id", "") or ""),
+                str(item.get("person_name", "") or ""),
+                str(item.get("profile_text", "") or ""),
+                str(item.get("source_note", "") or ""),
+                override_text,
+            ]
+        ).lower()
+        return keyword in haystack
+
+    items = [item for item in payload["items"] if isinstance(item, dict) and _matches(item)]
+    items = items[:limit]
+    return {
+        "success": True,
+        "items": items,
+        "count": len(items),
+        "query": {
+            "person_id": clean_person_id,
+            "person_keyword": person_keyword,
+            "platform": platform,
+            "user_id": user_id,
+        },
+    }
 
 
 async def _profile_set_override(payload: ProfileOverrideRequest) -> dict:
@@ -813,6 +953,8 @@ async def list_memory_episodes(
     limit: int = Query(20, ge=1, le=200),
     source: str = Query(""),
     person_id: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
     time_start: float | None = Query(None),
     time_end: float | None = Query(None),
 ):
@@ -821,6 +963,8 @@ async def list_memory_episodes(
         limit=limit,
         source=source,
         person_id=person_id,
+        platform=platform,
+        user_id=user_id,
         time_start=time_start,
         time_end=time_end,
     )
@@ -870,6 +1014,23 @@ async def list_memory_profiles(limit: int = Query(50, ge=1, le=200)):
     return await _profile_list(limit)
 
 
+@router.get("/profiles/search")
+async def search_memory_profiles(
+    person_id: str = Query(""),
+    person_keyword: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
+    limit: int = Query(50, ge=1, le=200),
+):
+    return await _profile_search(
+        person_id=person_id,
+        person_keyword=person_keyword,
+        platform=platform,
+        user_id=user_id,
+        limit=limit,
+    )
+
+
 @router.post("/profiles/override")
 async def set_memory_profile_override(payload: ProfileOverrideRequest):
     return await _profile_set_override(payload)
@@ -1289,6 +1450,8 @@ async def compat_list_episodes(
     limit: int = Query(20, ge=1, le=200),
     source: str = Query(""),
     person_id: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
     time_start: float | None = Query(None),
     time_end: float | None = Query(None),
 ):
@@ -1297,6 +1460,8 @@ async def compat_list_episodes(
         limit=limit,
         source=source,
         person_id=person_id,
+        platform=platform,
+        user_id=user_id,
         time_start=time_start,
         time_end=time_end,
     )
@@ -1346,6 +1511,23 @@ async def compat_profile_list(limit: int = Query(50, ge=1, le=200)):
     return await _profile_list(limit)
 
 
+@compat_router.get("/person_profile/search")
+async def compat_profile_search(
+    person_id: str = Query(""),
+    person_keyword: str = Query(""),
+    platform: str = Query(""),
+    user_id: str = Query(""),
+    limit: int = Query(50, ge=1, le=200),
+):
+    return await _profile_search(
+        person_id=person_id,
+        person_keyword=person_keyword,
+        platform=platform,
+        user_id=user_id,
+        limit=limit,
+    )
+
+
 @compat_router.post("/person_profile/override")
 async def compat_set_profile_override(payload: ProfileOverrideRequest):
     return await _profile_set_override(payload)