diff --git a/api.py b/api.py
index 5aab851..7eba9a9 100644
--- a/api.py
+++ b/api.py
@@ -76,7 +76,7 @@ class Metrics:
         }
 
 
-app = FastAPI(title="BossAi MVP", version="1.1.0")
+app = FastAPI(title="左右(BossAi)", version="1.1.0")
 sessions = SessionManager()
 knowledge = KnowledgeStore()
 settings_store = SettingsStore()
@@ -264,7 +264,7 @@ class SummarySaveRequest(BaseModel):
 
 @app.get("/health")
 def health():
-    return {"status": "ok", "service": "bossai-mvp", "version": "1.1.0", "db": "connected"}
+    return {"status": "ok", "service": "左右(BossAi)", "version": "1.1.0", "db": "connected"}
 
 
 class SampleRequest(BaseModel):
@@ -434,6 +434,7 @@ def ask(sid: str, req: AskRequest, authorization: str | None = Header(default=No
                 risk_escalation=card.escalation,
                 inference_location=inference_location, model_name=model_name,
                 fallback_used=fallback_used,
+                rag_context=rag_context,
             )
         except Exception as e:
             logger.warning(f"chat_store save failed: {e}")
@@ -492,6 +493,27 @@ def ask_analyze(sid: str, req: AskRequest, authorization: str | None = Header(de
         req.question, req.scene, answers, kimi_client=kimi,
     )
 
+    # 收集用户画像中的已知事实(带入内容)
+    profile_facts: list[dict] = []
+    if req.phone:
+        try:
+            profile = profile_store.get(req.phone)
+            if profile.industry:
+                profile_facts.append({"dim_key": "industry", "dim_desc": "行业", "answer": profile.industry})
+            if profile.company_size:
+                profile_facts.append({"dim_key": "company_size", "dim_desc": "企业规模", "answer": profile.company_size})
+            if profile.role:
+                profile_facts.append({"dim_key": "role", "dim_desc": "角色", "answer": profile.role})
+            if profile.risk_tolerance:
+                profile_facts.append({"dim_key": "risk_tolerance", "dim_desc": "风险偏好", "answer": profile.risk_tolerance})
+            if profile.decision_style:
+                profile_facts.append({"dim_key": "decision_style", "dim_desc": "决策风格", "answer": profile.decision_style})
+            if profile.key_facts:
+                for k, v in profile.key_facts.items():
+                    profile_facts.append({"dim_key": f"fact_{k}", "dim_desc": k, "answer": str(v)})
+        except Exception:
+            pass
+
     if meta["need_ask"]:
         return {
             "need_ask": True,
@@ -501,6 +523,7 @@ def ask_analyze(sid: str, req: AskRequest, authorization: str | None = Header(de
             "question_type": meta["analysis"]["question_type"],
             "risk_level": card.level,
             "source": meta.get("source", "rule"),
+            "profile_facts": profile_facts,
         }
     else:
         return {
@@ -510,6 +533,7 @@ def ask_analyze(sid: str, req: AskRequest, authorization: str | None = Header(de
             "fact_summary": meta["fact_summary"],
             "question_type": meta["analysis"]["question_type"],
             "risk_level": card.level,
+            "profile_facts": profile_facts,
         }
 
 
@@ -786,6 +810,56 @@ def get_my_profile(authorization: str | None = Header(default=None)):
     }
 
 
+@app.put("/profile/me")
+def update_my_profile(body: dict, authorization: str | None = Header(default=None)):
+    """更新当前登录用户的画像(用户确认事实后调用)。
+
+    Body:
+        {
+            "industry": "...",
+            "company_size": "...",
+            "role": "...",
+            "risk_tolerance": "...",
+            "decision_style": "...",
+            "key_facts": {"事实名": "事实值", ...}
+        }
+    """
+    phone = get_current_phone(authorization)
+    if not phone:
+        raise HTTPException(401, "未登录或登录已过期")
+    # 构造 signals,只更新非空字段
+    signals: dict = {}
+    for key in ("industry", "company_size", "role", "risk_tolerance",
+                 "communication_style", "decision_style"):
+        val = body.get(key)
+        if val:
+            signals[key] = val
+    if body.get("key_facts") and isinstance(body["key_facts"], dict):
+        signals["key_facts"] = body["key_facts"]
+    if not signals:
+        return {"updated": False}
+    signals["_source"] = "manual"  # 标记为用户手动确认
+    profile = profile_store.update(phone, signals)
+    return {
+        "updated": True,
+        "industry": profile.industry,
+        "company_size": profile.company_size,
+        "role": profile.role,
+        "risk_tolerance": profile.risk_tolerance,
+        "decision_style": profile.decision_style,
+        "key_facts": profile.key_facts,
+    }
+
+
+@app.get("/profile/me/history")
+def get_my_profile_history(authorization: str | None = Header(default=None)):
+    """获取当前登录用户的画像历史版本。"""
+    phone = get_current_phone(authorization)
+    if not phone:
+        raise HTTPException(401, "未登录或登录已过期")
+    return {"results": profile_store.list_history(phone)}
+
+
 # ===== 用户设置持久化 =====
 
 @app.get("/settings")
@@ -1194,18 +1268,71 @@ async def admin_upload_expert_avatar(expert_id: int, file: UploadFile = File(...
 
 
 @app.get("/admin/users")
-def admin_list_users():
-    """管理端:列出所有注册用户。"""
+def admin_list_users(q: str | None = None, limit: int = 50):
+    """管理端:列出所有注册用户,支持搜索,含对话统计和状态。"""
     with user_store._conn() as conn:
         with conn.cursor() as cur:
-            cur.execute(
-                "SELECT id, phone, name, created_at FROM users ORDER BY created_at DESC"
-            )
+            if q:
+                cur.execute(
+                    "SELECT id, phone, name, status, created_at FROM users "
+                    "WHERE phone LIKE %s OR name LIKE %s "
+                    "ORDER BY created_at DESC LIMIT %s",
+                    (f"%{q}%", f"%{q}%", limit),
+                )
+            else:
+                cur.execute(
+                    "SELECT id, phone, name, status, created_at FROM users "
+                    "ORDER BY created_at DESC LIMIT %s",
+                    (limit,),
+                )
             rows = cur.fetchall()
-    return {"results": [
-        {"id": r[0], "phone": r[1][:3] + "****" + r[1][-4:], "name": r[2], "created_at": str(r[3])}
-        for r in rows
-    ]}
+            # 批量查询每个用户的对话数和最后活跃时间
+            results = []
+            for r in rows:
+                uid, phone, name, status, created_at = r
+                cur.execute(
+                    "SELECT COUNT(*), MAX(created_at), "
+                    "(array_agg(meta_data->>'scene' ORDER BY created_at DESC) FILTER (WHERE role = 'assistant'))[1] "
+                    "FROM chat_messages WHERE phone = %s",
+                    (phone,),
+                )
+                stat = cur.fetchone()
+                msg_count = stat[0] or 0
+                last_active = stat[1]
+                last_scene = stat[2]
+                results.append({
+                    "id": uid,
+                    "phone": phone[:3] + "****" + phone[-4:],
+                    "name": name,
+                    "status": status,
+                    "created_at": str(created_at),
+                    "message_count": msg_count,
+                    "last_active": str(last_active) if last_active else None,
+                    "last_scene": last_scene,
+                })
+    return {"results": results}
+
+
+@app.post("/admin/users/{user_id}/reset-password")
+def admin_reset_password(user_id: int, body: dict):
+    """管理端:重置用户密码。"""
+    new_password = body.get("password", "")
+    if not new_password or len(new_password) < 6:
+        raise HTTPException(400, "密码至少 6 位")
+    if not user_store.reset_password(user_id, new_password):
+        raise HTTPException(404, "用户不存在")
+    return {"reset": True}
+
+
+@app.post("/admin/users/{user_id}/status")
+def admin_update_user_status(user_id: int, body: dict):
+    """管理端:激活/停用用户。"""
+    status = body.get("status", "")
+    if status not in ("active", "inactive"):
+        raise HTTPException(400, "状态应为 active 或 inactive")
+    if not user_store.update_status(user_id, status):
+        raise HTTPException(404, "用户不存在")
+    return {"status": status}
 
 
 @app.get("/admin/stats")
diff --git a/bossai.py b/bossai.py
index 90bc8d3..a1e1c70 100644
--- a/bossai.py
+++ b/bossai.py
@@ -967,8 +967,43 @@ class UserProfileStore:
                     (phone, json.dumps(profile.to_dict(), ensure_ascii=False),
                      profile.interaction_count),
                 )
+                # 写入历史快照(版本号递增)
+                cur.execute(
+                    "SELECT COALESCE(MAX(version), 0) FROM user_profile_history WHERE phone = %s",
+                    (phone,),
+                )
+                next_version = cur.fetchone()[0] + 1
+                source = signals.get("_source", "auto")
+                cur.execute(
+                    "INSERT INTO user_profile_history (phone, version, profile, source) "
+                    "VALUES (%s, %s, %s, %s)",
+                    (phone, next_version,
+                     json.dumps(profile.to_dict(), ensure_ascii=False), source),
+                )
         return profile
 
+    def list_history(self, phone: str, limit: int = 20) -> List[dict]:
+        """列出用户画像历史版本(按版本号倒序)。"""
+        with self._conn() as conn:
+            with conn.cursor() as cur:
+                cur.execute(
+                    "SELECT id, version, profile, source, created_at "
+                    "FROM user_profile_history WHERE phone = %s "
+                    "ORDER BY version DESC LIMIT %s",
+                    (phone, limit),
+                )
+                rows = cur.fetchall()
+        return [
+            {
+                "id": r[0],
+                "version": r[1],
+                "profile": r[2],
+                "source": r[3],
+                "created_at": str(r[4]) if r[4] else "",
+            }
+            for r in rows
+        ]
+
 
 class UserStore:
     """PostgreSQL 用户账号存储:手机号+密码注册登录。
@@ -1077,18 +1112,61 @@ class UserStore:
             {"phone": str, "name": str, "token": str}
 
         Raises:
-            ValueError: 手机号或密码错误
+            ValueError: 手机号或密码错误 / 账号已停用
         """
         with self._conn() as conn:
             with conn.cursor() as cur:
-                cur.execute("SELECT password, name FROM users WHERE phone = %s", (phone,))
+                cur.execute("SELECT password, name, status FROM users WHERE phone = %s", (phone,))
                 row = cur.fetchone()
         if not row:
             raise ValueError("手机号或密码错误")
         if not self._verify_password(password, row[0]):
             raise ValueError("手机号或密码错误")
+        if row[2] == "inactive":
+            raise ValueError("账号已被停用,请联系管理员")
         return {"phone": phone, "name": row[1] or "", "token": self._make_token(phone)}
 
+    def reset_password(self, user_id: int, new_password: str) -> bool:
+        """管理员重置用户密码。
+
+        Args:
+            user_id: 用户 ID
+            new_password: 新密码(明文,内部 bcrypt 哈希)
+
+        Returns:
+            是否成功
+        """
+        if len(new_password) < 6:
+            raise ValueError("密码至少 6 位")
+        hashed = self._hash_password(new_password)
+        with self._conn() as conn:
+            with conn.cursor() as cur:
+                cur.execute(
+                    "UPDATE users SET password = %s, updated_at = now() WHERE id = %s",
+                    (hashed, user_id),
+                )
+                return cur.rowcount > 0
+
+    def update_status(self, user_id: int, status: str) -> bool:
+        """管理员激活/停用用户。
+
+        Args:
+            user_id: 用户 ID
+            status: 'active' 或 'inactive'
+
+        Returns:
+            是否成功
+        """
+        if status not in ("active", "inactive"):
+            raise ValueError("状态应为 active 或 inactive")
+        with self._conn() as conn:
+            with conn.cursor() as cur:
+                cur.execute(
+                    "UPDATE users SET status = %s, updated_at = now() WHERE id = %s",
+                    (status, user_id),
+                )
+                return cur.rowcount > 0
+
 
 class TicketStore:
     """PostgreSQL 人工复核工单存储,含 SLA 和专家自动分配。"""
@@ -3052,6 +3130,7 @@ class ChatStore:
         inference_location: str = "",
         model_name: str = "",
         fallback_used: bool = False,
+        rag_context: list | None = None,
     ) -> int | None:
         """保存一条对话消息。
 
@@ -3070,6 +3149,7 @@ class ChatStore:
             inference_location: 推理位置(cloud/local)
             model_name: 模型名称
             fallback_used: 是否使用了降级
+            rag_context: 知识库引用文档列表(仅 assistant 消息)
 
         Returns:
             消息 ID,ephemeral 模式返回 None
@@ -3093,11 +3173,22 @@ class ChatStore:
             "escalation": risk_escalation,
         }, ensure_ascii=False)
 
+        # 知识库引用摘要(只存标题/类型/地区,不存全文)
+        rag_summary = []
+        if rag_context:
+            for doc in rag_context:
+                rag_summary.append({
+                    "title": doc.get("title", ""),
+                    "doc_type": doc.get("doc_type", ""),
+                    "region": doc.get("region"),
+                })
+
         meta_data = json.dumps({
             "scene": scene,
             "inference_location": inference_location,
             "model": model_name,
             "fallback_used": fallback_used,
+            "rag_context": rag_summary,
         }, ensure_ascii=False)
 
         with self._conn() as conn:
@@ -3127,7 +3218,8 @@ class ChatStore:
                    COUNT(*) AS msg_count,
                    MIN(created_at) AS first_at,
                    MAX(created_at) AS last_at,
-                   (array_agg(meta_data->>'scene' ORDER BY created_at DESC))[1] AS scene
+                   (array_agg(meta_data->>'scene' ORDER BY created_at DESC))[1] AS scene,
+                   (array_agg(content ORDER BY created_at ASC) FILTER (WHERE role = 'user'))[1] AS first_question
             FROM chat_messages
             WHERE phone = %s
         """
@@ -3140,17 +3232,30 @@ class ChatStore:
             with conn.cursor() as cur:
                 cur.execute(query, params)
                 rows = cur.fetchall()
-        return [
-            {
-                "session_id": r[0],
-                "mode": r[1],
-                "message_count": r[2],
-                "first_message_at": r[3].isoformat() if r[3] else None,
-                "last_message_at": r[4].isoformat() if r[4] else None,
-                "scene": r[5],
-            }
-            for r in rows
-        ]
+        # 场景中文映射(保密模式无法解密内容,用场景标签生成标题)
+        SCENE_LABELS = {"legal": "法务参谋", "decision": "经营决策",
+                        "life": "生活助理", "emotion": "情绪中心"}
+        results = []
+        for r in rows:
+            sid, smode, msg_count, first_at, last_at, scene, first_q = r
+            if smode == "confidential":
+                # 保密模式:内容已加密,用场景标签 + 日期生成标题
+                scene_label = SCENE_LABELS.get(scene or "", "保密对话")
+                date_str = first_at.strftime("%m/%d") if first_at else ""
+                title = f"{scene_label} · {date_str}" if date_str else scene_label
+            else:
+                # 普通模式:取首条用户消息前 30 字作为标题
+                title = (first_q[:30] + "…") if first_q and len(first_q) > 30 else (first_q or "未命名对话")
+            results.append({
+                "session_id": sid,
+                "mode": smode,
+                "message_count": msg_count,
+                "first_message_at": first_at.isoformat() if first_at else None,
+                "last_message_at": last_at.isoformat() if last_at else None,
+                "scene": scene,
+                "title": title,
+            })
+        return results
 
     def get_messages(self, session_id: str, phone: str, decrypt: bool = True) -> list:
         """获取会话的所有消息(按时间正序)。
diff --git a/db_init.py b/db_init.py
index 71f7286..4bf99e5 100644
--- a/db_init.py
+++ b/db_init.py
@@ -75,12 +75,25 @@ CREATE TABLE IF NOT EXISTS user_profiles (
     updated_at        TIMESTAMPTZ NOT NULL DEFAULT now()
 );
 
+-- 用户画像历史版本:每次更新时写入快照,支持版本回溯
+CREATE TABLE IF NOT EXISTS user_profile_history (
+    id          SERIAL PRIMARY KEY,
+    phone       TEXT NOT NULL,
+    version     INTEGER NOT NULL,                    -- 版本号(递增)
+    profile     JSONB NOT NULL DEFAULT '{}',         -- 画像快照
+    source      TEXT NOT NULL DEFAULT 'auto',        -- auto(AI提取) / manual(用户确认)
+    created_at  TIMESTAMPTZ NOT NULL DEFAULT now()
+);
+CREATE INDEX IF NOT EXISTS idx_profile_history_phone ON user_profile_history(phone);
+CREATE INDEX IF NOT EXISTS idx_profile_history_phone_version ON user_profile_history(phone, version DESC);
+
 -- 用户账号:手机号+密码注册登录
 CREATE TABLE IF NOT EXISTS users (
     id          SERIAL PRIMARY KEY,
     phone       TEXT NOT NULL UNIQUE,                 -- 手机号(登录账号)
     password    TEXT NOT NULL,                        -- bcrypt 哈希
     name        TEXT,                                  -- 昵称(可选)
+    status      TEXT NOT NULL DEFAULT 'active',       -- active/inactive(管理员终止)
     created_at  TIMESTAMPTZ NOT NULL DEFAULT now(),
     updated_at  TIMESTAMPTZ NOT NULL DEFAULT now()
 );
@@ -272,6 +285,7 @@ def main():
         BEGIN ALTER TABLE review_tickets ADD COLUMN expert_type TEXT; EXCEPTION WHEN duplicate_column THEN NULL; END;
         BEGIN ALTER TABLE review_tickets ADD COLUMN sla_deadline TIMESTAMPTZ; EXCEPTION WHEN duplicate_column THEN NULL; END;
         BEGIN ALTER TABLE review_tickets ADD COLUMN sla_status TEXT NOT NULL DEFAULT 'normal'; EXCEPTION WHEN duplicate_column THEN NULL; END;
+        BEGIN ALTER TABLE users ADD COLUMN status TEXT NOT NULL DEFAULT 'active'; EXCEPTION WHEN duplicate_column THEN NULL; END;
     END $$;
     """)
 
diff --git a/web.html b/web.html
index fc04eb4..24d9e8e 100644
--- a/web.html
+++ b/web.html
@@ -1,6 +1,6 @@
-<!doctype html><meta charset="utf-8"><title>BossAi MVP</title>
+<!doctype html><meta charset="utf-8"><title>左右(BossAi)</title>
 <style>body{font:16px system-ui;max-width:760px;margin:40px auto;padding:0 16px}textarea{width:100%;height:100px}button{padding:8px 14px;margin:6px 4px 6px 0}.card{white-space:pre-wrap;background:#f5f6f8;padding:16px;border-radius:8px}</style>
-<h1>BossAi</h1><p>老板经营、法务与情绪支持助手（MVP）</p>
+<h1>左右(BossAi)</h1><p>老板经营、法务与情绪支持助手</p>
 <select id="mode"><option value="normal">普通模式</option><option value="confidential">保密模式</option><option value="ephemeral">阅后即焚</option></select><button onclick="start()">新建会话</button>
 <textarea id="q" placeholder="例如：员工工伤后能否开除？"></textarea><button onclick="ask()">分析</button><button onclick="destroy()">隐私急停/销毁</button><div id="out" class="card"></div>
 <script>let sid;async function start(){let r=await fetch('/sessions',{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({mode:mode.value})});sid=(await r.json()).session_id;out.textContent='会话已创建：'+sid}async function ask(){if(!sid)await start();let r=await fetch('/sessions/'+sid+'/ask',{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({question:q.value})});out.textContent=JSON.stringify(await r.json(),null,2)}async function destroy(){if(!sid)return;let r=await fetch('/sessions/'+sid+'/destroy',{method:'POST'});out.textContent=JSON.stringify(await r.json())}</script>
diff --git a/web/index.html b/web/index.html
index ee282d2..3e50eba 100644
--- a/web/index.html
+++ b/web/index.html
@@ -5,19 +5,20 @@
     <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=5.0" />
     <meta name="theme-color" content="#0f172a" />
-    <meta name="description" content="BossAi - 隐私优先的企业法律与经营智能助手" />
+    <meta name="description" content="左右(BossAi)- 隐私优先的企业法律与经营智能助手" />
     <link rel="manifest" href="/manifest.json" />
     <meta name="mobile-web-app-capable" content="yes" />
     <meta name="apple-mobile-web-app-status-bar-style" content="default" />
-    <meta name="apple-mobile-web-app-title" content="BossAi" />
-    <title>BossAi · 老板经营助理</title>
+    <meta name="apple-mobile-web-app-title" content="左右(BossAi)" />
+    <title>左右(BossAi)</title>
   </head>
   <body>
     <div id="root"></div>
     <script type="module" src="/src/main.tsx"></script>
     <script>
       // 注册 Service Worker(PWA 离线支持)
-      if ('serviceWorker' in navigator) {
+      // 开发环境(localhost:5173)不注册,避免 Vite HMR 模块被 SW 缓存导致刷新看不到最新代码
+      if ('serviceWorker' in navigator && location.port !== '5173') {
         window.addEventListener('load', () => {
           navigator.serviceWorker.register('/sw.js').catch(() => {
             // SW 注册失败不影响正常使用
diff --git a/web/public/manifest.json b/web/public/manifest.json
index d4f545d..faf155e 100644
--- a/web/public/manifest.json
+++ b/web/public/manifest.json
@@ -1,6 +1,6 @@
 {
-  "name": "BossAi - 老板智能助手",
-  "short_name": "BossAi",
+  "name": "左右(BossAi)",
+  "short_name": "左右(BossAi)",
   "description": "隐私优先的企业法律与经营智能助手",
   "start_url": "/",
   "display": "standalone",
diff --git a/web/public/sw.js b/web/public/sw.js
index 49e652a..f9609a9 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,7 +1,9 @@
 // BossAi Service Worker - 离线访问支持
 // 策略:API 请求 network-first,静态资源 cache-first
+// 注意:开发环境(localhost:5173)不应注册 SW,index.html 已做端口判断
+// 本文件仅在生产环境生效
 
-const CACHE_VERSION = 'bossai-v1'
+const CACHE_VERSION = 'bossai-v2'
 const STATIC_CACHE = `${CACHE_VERSION}-static`
 const API_CACHE = `${CACHE_VERSION}-api`
 
diff --git a/web/src/App.tsx b/web/src/App.tsx
index 1e84407..915e289 100644
--- a/web/src/App.tsx
+++ b/web/src/App.tsx
@@ -10,6 +10,7 @@ import { KnowledgeBase } from '@/pages/KnowledgeBase'
 import { Experts } from '@/pages/Experts'
 import { WorkbenchPendingServices, WorkbenchPending, WorkbenchReplied, WorkbenchUsers } from '@/pages/workbench'
 import { ChatHistory } from '@/pages/ChatHistory'
+import { MyProfile } from '@/pages/MyProfile'
 import { AdminStats, AdminAiUsage, AdminExpertActivity, AdminUsers, AdminExperts } from '@/pages/admin'
 import { Placeholder } from '@/pages/Placeholder'
 import { Login } from '@/pages/Login'
@@ -43,6 +44,7 @@ export default function App() {
         <Route path="knowledge" element={<ProtectedRoute allowedRoles={['user']}><KnowledgeBase /></ProtectedRoute>} />
         <Route path="experts" element={<ProtectedRoute allowedRoles={['user']}><Experts /></ProtectedRoute>} />
         <Route path="history" element={<ProtectedRoute allowedRoles={['user']}><ChatHistory /></ProtectedRoute>} />
+        <Route path="profile" element={<ProtectedRoute allowedRoles={['user']}><MyProfile /></ProtectedRoute>} />
         <Route path="settings" element={<ProtectedRoute allowedRoles={['user']}><Settings /></ProtectedRoute>} />
         {/* 专家工作台:仅专家可访问,拆分为独立页面 */}
         <Route path="workbench" element={<ProtectedRoute allowedRoles={['expert']}><WorkbenchPendingServices /></ProtectedRoute>} />
diff --git a/web/src/components/common/ChatPanel.tsx b/web/src/components/common/ChatPanel.tsx
index 7db9ba5..12f39c9 100644
--- a/web/src/components/common/ChatPanel.tsx
+++ b/web/src/components/common/ChatPanel.tsx
@@ -11,11 +11,13 @@ import {
   HelpCircle,
   RefreshCw,
   Check,
+  CheckCircle,
   FileText,
+  BookOpen,
+  Sparkles,
 } from 'lucide-react'
 import { RiskCardView } from './RiskCardView'
 import { Markdown } from './Markdown'
-import { EmptyState } from './EmptyState'
 import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
 import { Button } from '@/components/ui/button'
 import { Badge } from '@/components/ui/badge'
@@ -33,7 +35,43 @@ import {
 } from '@/components/ui/dialog'
 import { api } from '@/lib/api'
 import { cn } from '@/lib/utils'
-import type { AskResponse, EmotionMode, ExpertService, Scene, SessionMode } from '@/types'
+import type { AskResponse, EmotionMode, ExpertService, KnowledgeDoc, Scene, SessionMode } from '@/types'
+
+/** 画像字段英文值 → 中文显示映射 */
+const PROFILE_VALUE_LABELS: Record<string, string> = {
+  // 企业规模
+  micro: '微型(<10人)',
+  small: '小型(<50人)',
+  medium: '中型(<200人)',
+  large: '大型(>200人)',
+  // 角色
+  owner: '老板/创始人',
+  manager: '管理者',
+  ceo: 'CEO',
+  director: '总监',
+  // 风险偏好
+  conservative: '保守型',
+  moderate: '稳健型',
+  aggressive: '进取型',
+  // 决策风格
+  'data-driven': '数据驱动型',
+  intuitive: '直觉型',
+  collaborative: '协作型',
+  // 沟通偏好
+  concise: '简洁',
+  detailed: '详细',
+  structured: '结构化',
+  // 通用 yes/no
+  yes: '是',
+  no: '否',
+}
+
+/** 将画像字段的英文值翻译为中文显示 */
+function translateProfileValue(value: string): string {
+  // key_facts 类的值可能是中文也可能是英文,统一查映射表
+  const lower = value.toLowerCase().trim()
+  return PROFILE_VALUE_LABELS[lower] ?? value
+}
 
 export interface ChatPanelMode {
   value: SessionMode
@@ -63,6 +101,8 @@ export interface ChatPanelProps {
   showRiskCard?: boolean
   /** 文件上传支持 */
   enableUpload?: boolean
+  /** 卡片底部脚注(如免责声明) */
+  footer?: React.ReactNode
 }
 
 interface Message {
@@ -73,12 +113,23 @@ interface Message {
   model?: string
   inferenceLocation?: string
   fallbackUsed?: boolean
+  /** 知识库引用来源 */
+  ragContext?: KnowledgeDoc[]
   /** 流式输出中 */
   streaming?: boolean
   /** 事实追问回答(样式区分) */
   isFactAnswer?: boolean
 }
 
+/** 知识库文档类型标签映射 */
+const DOC_TYPE_LABELS: Record<string, string> = {
+  law: '法规',
+  case: '案例',
+  guide: '指南',
+  industry: '行业',
+  template: '模板',
+}
+
 const DEFAULT_MODES: ChatPanelMode[] = [
   { value: 'normal', label: '普通模式', desc: '日常经营,可保存历史', Icon: MessageSquare },
   { value: 'confidential', label: '保密模式', desc: '加密保存,文件自动过期', Icon: Lock },
@@ -97,6 +148,7 @@ export function ChatPanel({
   placeholder = '描述你的问题…',
   showRiskCard = true,
   enableUpload = true,
+  footer,
 }: ChatPanelProps) {
   const [mode, setMode] = useState<SessionMode>(defaultMode)
   const [sid, setSid] = useState<string | null>(null)
@@ -123,6 +175,10 @@ export function ChatPanel({
   const [factQuestions, setFactQuestions] = useState<Array<{ dim_key: string; dim_desc: string; question: string }>>([])
   const [factAnswers, setFactAnswers] = useState<Array<{ dim_key: string; dim_desc: string; answer: string }>>([])
   const [factInputs, setFactInputs] = useState<Record<string, string>>({})
+  /** 事实确认区:追问完成后展示,允许用户修改再继续 */
+  const [factConfirm, setFactConfirm] = useState<Array<{ dim_key: string; dim_desc: string; answer: string }>>([])
+  const [factConfirmEditing, setFactConfirmEditing] = useState<Record<string, string>>({})
+  const [profileFacts, setProfileFacts] = useState<Array<{ dim_key: string; dim_desc: string; answer: string }>>([])
   const [analyzing, setAnalyzing] = useState(false)
   const fileRef = useRef<HTMLInputElement>(null)
   /** 待切换的目标模式(销毁确认后切换) */
@@ -188,6 +244,7 @@ export function ChatPanel({
               model: doneData.model,
               inferenceLocation: doneData.inference_location,
               fallbackUsed: doneData.fallback_used,
+              ragContext: doneData.rag_context,
             }
           }
           return next
@@ -231,6 +288,8 @@ export function ChatPanel({
     setFactAnswers([])
     setFactQuestions([])
     setFactInputs({})
+    setFactConfirm([])
+    setProfileFacts([])
     currentQuestionRef.current = userQuestion
 
     // 添加用户消息
@@ -244,6 +303,10 @@ export function ChatPanel({
       const analysis = await api.askAnalyze(currentSid, userQuestion, scene, emotionMode)
       setAnalyzing(false)
 
+      // 保存画像带入事实
+      const pf = analysis.profile_facts || []
+      setProfileFacts(pf)
+
       if (analysis.need_ask && analysis.questions && analysis.questions.length > 0) {
         // 需要追问:显示追问问题
         setFactQuestions(analysis.questions)
@@ -251,8 +314,9 @@ export function ChatPanel({
         return
       }
 
-      // 不需要追问,直接流式输出分析结论
-      await streamAnalysis(currentSid, userQuestion, [])
+      // 不需要追问,进入确认区(带入内容 + 无追问内容)
+      setFactConfirm(pf)
+      setFactConfirmEditing(Object.fromEntries(pf.map((f) => [f.dim_key, f.answer])))
     } catch (e) {
       setAnalyzing(false)
       toast.error(e instanceof Error ? e.message : '提问失败')
@@ -297,6 +361,10 @@ export function ChatPanel({
       )
       setAnalyzing(false)
 
+      // 更新画像带入事实
+      const pf = analysis.profile_facts || []
+      setProfileFacts(pf)
+
       if (analysis.need_ask && analysis.questions && analysis.questions.length > 0) {
         // 还需追问
         setFactQuestions(analysis.questions)
@@ -304,11 +372,16 @@ export function ChatPanel({
         return
       }
 
-      // 事实充分,流式输出分析结论
+      // 事实充分,进入确认区(带入内容 + 追问内容)
       setFactQuestions([])
       setFactInputs({})
-      const originalQuestion = currentQuestionRef.current
-      await streamAnalysis(currentSid, originalQuestion, allAnswers)
+      // 合并:画像带入事实在前,追问回答在后(去重 by dim_key)
+      const mergedMap = new Map<string, { dim_key: string; dim_desc: string; answer: string }>()
+      for (const f of pf) mergedMap.set(f.dim_key, f)
+      for (const a of allAnswers) mergedMap.set(a.dim_key, a)
+      const merged = Array.from(mergedMap.values())
+      setFactConfirm(merged)
+      setFactConfirmEditing(Object.fromEntries(merged.map((a) => [a.dim_key, a.answer])))
     } catch (e) {
       setAnalyzing(false)
       toast.error(e instanceof Error ? e.message : '追问失败')
@@ -343,6 +416,16 @@ export function ChatPanel({
     }
   }
 
+  /** 触发问专家:提取原始问题和追问补充,打开专家咨询弹窗 */
+  const handleEscalate = () => {
+    const originalQuestion = messages.find((m) => m.role === 'user' && !m.isFactAnswer)
+    const factAnswers = messages.filter((m) => m.isFactAnswer)
+    const supplement = factAnswers
+      .map((m) => m.content.replace(/\*\*/g, ''))
+      .join('\n')
+    openExpertConsult(originalQuestion?.content || '', supplement)
+  }
+
   /** 打开专家咨询弹窗:加载该场景分类的专家 */
   const openExpertConsult = async (topic: string, supplement: string) => {
     setConsultQuestion(topic)
@@ -429,8 +512,29 @@ export function ChatPanel({
     <>
     <Card>
       <CardHeader className="pb-3">
-        <div className="flex items-center justify-between">
-          <CardTitle className="text-base">对话</CardTitle>
+        <div className="flex flex-wrap items-center justify-between gap-2">
+          <div className="flex items-center gap-2">
+            <CardTitle className="text-base">对话</CardTitle>
+            {/* 模式选择:紧凑 segmented control */}
+            <div className="flex items-center gap-0.5 rounded-md border bg-muted/50 p-0.5">
+              {modes.map((m) => (
+                <button
+                  key={m.value}
+                  onClick={() => switchMode(m.value)}
+                  className={cn(
+                    'flex items-center gap-1 rounded px-2 py-1 text-xs font-medium transition-colors',
+                    mode === m.value
+                      ? 'bg-background text-foreground shadow-sm'
+                      : 'text-muted-foreground hover:text-foreground',
+                  )}
+                  title={m.desc}
+                >
+                  <m.Icon className="h-3 w-3" aria-hidden />
+                  {m.label}
+                </button>
+              ))}
+            </div>
+          </div>
           <Dialog open={confirmDestroy} onOpenChange={setConfirmDestroy}>
             <DialogTrigger asChild>
               <Button
@@ -471,34 +575,12 @@ export function ChatPanel({
           </Dialog>
         </div>
       </CardHeader>
-      <CardContent className="space-y-4">
-        {/* 会话模式选择 */}
-        <div className="grid gap-3 sm:grid-cols-3">
-          {modes.map((m) => (
-            <button
-              key={m.value}
-              onClick={() => switchMode(m.value)}
-              className={cn(
-                'flex flex-col items-start gap-1 rounded-md border p-3 text-left transition-colors',
-                mode === m.value
-                  ? 'border-primary bg-primary/5 ring-1 ring-primary'
-                  : 'border-input hover:bg-accent',
-              )}
-            >
-              <div className="flex items-center gap-2">
-                <m.Icon className="h-4 w-4" aria-hidden />
-                <span className="text-sm font-medium">{m.label}</span>
-              </div>
-              <span className="text-xs text-muted-foreground">{m.desc}</span>
-            </button>
-          ))}
-        </div>
-
+      <CardContent className="space-y-3">
         {/* 场景特定选择器(如情绪模式) */}
         {modeSelector}
 
         {sid && (
-          <div className="flex items-center gap-2 rounded-md bg-muted/50 px-3 py-2 text-xs text-muted-foreground">
+          <div className="flex items-center gap-2 rounded-md bg-muted/50 px-3 py-1.5 text-xs text-muted-foreground">
             <currentMode.Icon className="h-3.5 w-3.5" aria-hidden />
             {currentMode.label}会话已建立
           </div>
@@ -506,35 +588,29 @@ export function ChatPanel({
 
         {/* 对话区 */}
         {messages.length === 0 ? (
-          <EmptyState
-            title="开始提问"
-            description="选择模式后输入问题,系统会给出结构化建议。"
-            action={
-              <div className="flex flex-col items-center gap-3">
-                <div className="flex flex-wrap justify-center gap-2">
-                  {dynamicSamples.map((s) => (
-                    <Button key={s} variant="outline" size="sm" onClick={() => setQuestion(s)}>
-                      {s}
-                    </Button>
-                  ))}
-                </div>
-                <Button
-                  variant="ghost"
-                  size="sm"
-                  onClick={handleRefreshSamples}
-                  disabled={refreshing}
-                  className="text-xs text-muted-foreground"
-                >
-                  {refreshing ? (
-                    <Loader2 className="h-3.5 w-3.5 animate-spin" />
-                  ) : (
-                    <RefreshCw className="h-3.5 w-3.5" />
-                  )}
-                  换一批
+          <div className="py-2">
+            <div className="flex flex-wrap items-center gap-2">
+              {dynamicSamples.map((s) => (
+                <Button key={s} variant="outline" size="sm" onClick={() => setQuestion(s)} className="text-xs">
+                  {s}
                 </Button>
-              </div>
-            }
-          />
+              ))}
+              <Button
+                variant="ghost"
+                size="sm"
+                onClick={handleRefreshSamples}
+                disabled={refreshing}
+                className="text-xs text-muted-foreground"
+              >
+                {refreshing ? (
+                  <Loader2 className="h-3.5 w-3.5 animate-spin" />
+                ) : (
+                  <RefreshCw className="h-3.5 w-3.5" />
+                )}
+                换一批
+              </Button>
+            </div>
+          </div>
         ) : (
           <div className="space-y-4">
             {messages.map((msg, i) => (
@@ -555,20 +631,9 @@ export function ChatPanel({
                       model={msg.model}
                       inferenceLocation={msg.inferenceLocation}
                       fallbackUsed={msg.fallbackUsed}
+                      ragContext={msg.ragContext}
                       streaming={msg.streaming}
-                      onEscalate={() => {
-                        // 原始问题 = 第一条非追问的 user 消息
-                        const originalQuestion = messages.find((m) => m.role === 'user' && !m.isFactAnswer)
-                        // 补充内容 = 追问回答(去掉 ** 标记)
-                        const factAnswers = messages.filter((m) => m.isFactAnswer)
-                        const supplement = factAnswers
-                          .map((m) => m.content.replace(/\*\*/g, ''))
-                          .join('\n')
-                        openExpertConsult(
-                          originalQuestion?.content || '',
-                          supplement,
-                        )
-                      }}
+                      onEscalate={handleEscalate}
                     />
                   ) : msg.role === 'user' && !msg.isFactAnswer ? (
                     <p className="whitespace-pre-wrap leading-relaxed">{msg.content}</p>
@@ -579,7 +644,45 @@ export function ChatPanel({
                       className="prose-headings:text-primary-foreground prose-p:text-primary-foreground prose-li:text-primary-foreground prose-strong:text-primary-foreground"
                     />
                   ) : (
-                    <Markdown content={msg.content} streaming={msg.streaming} />
+                    <div>
+                      <Markdown content={msg.content} streaming={msg.streaming} />
+                      {/* 参考来源 tag + 问专家按钮(流式完成后显示) */}
+                      {!msg.streaming && (
+                        <>
+                          <div className="mt-2 flex flex-wrap items-center gap-1.5 border-t border-border/30 pt-2">
+                            <span className="text-[10px] text-muted-foreground">参考来源:</span>
+                            {msg.ragContext && msg.ragContext.length > 0 ? (
+                              <>
+                                <BookOpen className="h-3 w-3 text-muted-foreground" aria-hidden />
+                                {msg.ragContext.map((doc, i) => (
+                                  <span key={i} className="flex items-center gap-1 text-[10px]">
+                                    <span className="font-medium">{doc.title}</span>
+                                    {doc.doc_type && (
+                                      <Badge variant="secondary" className="text-[10px]">
+                                        {DOC_TYPE_LABELS[doc.doc_type] || doc.doc_type}
+                                      </Badge>
+                                    )}
+                                    {doc.region && (
+                                      <Badge variant="outline" className="text-[10px]">{doc.region}</Badge>
+                                    )}
+                                  </span>
+                                ))}
+                              </>
+                            ) : (
+                              <>
+                                <Sparkles className="h-3 w-3 text-muted-foreground" aria-hidden />
+                                <Badge variant="outline" className="text-[10px]">AI 提供</Badge>
+                              </>
+                            )}
+                          </div>
+                          <div className="mt-2">
+                            <Button size="sm" variant="outline" onClick={handleEscalate}>
+                              <Users className="h-3.5 w-3.5" /> 问专家
+                            </Button>
+                          </div>
+                        </>
+                      )}
+                    </div>
                   )}
                 </div>
               </div>
@@ -610,15 +713,15 @@ export function ChatPanel({
                 variant="ghost"
                 size="sm"
                 onClick={() => {
-                  // 跳过追问,直接分析
+                  // 跳过追问,进入确认区(带入内容 + 已有追问回答)
                   setFactQuestions([])
                   setFactInputs({})
-                  setLoading(true)
-                  const originalQuestion = currentQuestionRef.current
-                  ensureSession()
-                    .then((currentSid) => streamAnalysis(currentSid, originalQuestion, factAnswers))
-                    .catch((e) => toast.error(e instanceof Error ? e.message : '分析失败'))
-                    .finally(() => setLoading(false))
+                  const mergedMap = new Map<string, { dim_key: string; dim_desc: string; answer: string }>()
+                  for (const f of profileFacts) mergedMap.set(f.dim_key, f)
+                  for (const a of factAnswers) mergedMap.set(a.dim_key, a)
+                  const merged = Array.from(mergedMap.values())
+                  setFactConfirm(merged)
+                  setFactConfirmEditing(Object.fromEntries(merged.map((a) => [a.dim_key, a.answer])))
                 }}
                 disabled={loading}
               >
@@ -632,6 +735,96 @@ export function ChatPanel({
           </div>
         )}
 
+        {/* 确认事实区:带入内容 + 追问内容,允许用户修改再继续 */}
+        {factConfirm.length > 0 && (
+          <div className="rounded-lg border border-blue-200 bg-blue-50 p-4 space-y-2">
+            <div className="flex items-center gap-2 text-sm font-medium text-blue-900">
+              <CheckCircle className="h-4 w-4" aria-hidden />
+              确认事实
+            </div>
+            <p className="text-xs text-blue-700">请核对以下信息,可直接修改后继续分析。确认后将更新你的用户画像。</p>
+            <div className="grid gap-2 sm:grid-cols-2">
+              {factConfirm.map((f) => {
+                const isProfile = profileFacts.some((p) => p.dim_key === f.dim_key)
+                // 画像带入的字段值翻译为中文显示
+                const displayValue = isProfile
+                  ? (factConfirmEditing[f.dim_key] ?? translateProfileValue(f.answer))
+                  : (factConfirmEditing[f.dim_key] ?? f.answer)
+                return (
+                  <div key={f.dim_key} className="space-y-0.5">
+                    <div className="flex items-center gap-1">
+                      <Label className="text-xs text-blue-800">{f.dim_desc}</Label>
+                      {isProfile && (
+                        <Badge variant="secondary" className="text-[10px] px-1 py-0">画像</Badge>
+                      )}
+                    </div>
+                    <Input
+                      value={displayValue}
+                      onChange={(e) => setFactConfirmEditing((prev) => ({ ...prev, [f.dim_key]: e.target.value }))}
+                      className="bg-white h-8 text-sm"
+                    />
+                  </div>
+                )
+              })}
+            </div>
+            <div className="flex flex-wrap items-center justify-between gap-2">
+              <Button
+                variant="ghost"
+                size="sm"
+                onClick={() => {
+                  // 取消确认,回到追问
+                  setFactConfirm([])
+                  setFactConfirmEditing({})
+                }}
+                disabled={loading}
+              >
+                返回修改
+              </Button>
+              <Button
+                onClick={async () => {
+                  // 确认事实,更新用户画像,再开始流式分析
+                  const confirmedAnswers = factConfirm.map((f) => ({
+                    dim_key: f.dim_key,
+                    dim_desc: f.dim_desc,
+                    answer: (factConfirmEditing[f.dim_key] ?? '').trim() || f.answer,
+                  }))
+                  setFactAnswers(confirmedAnswers)
+                  setFactConfirm([])
+                  setFactConfirmEditing({})
+                  setLoading(true)
+                  const originalQuestion = currentQuestionRef.current
+                  try {
+                    const currentSid = sid || (await ensureSession())
+                    // 更新用户画像(将确认的事实写回画像)
+                    const profileUpdate: Record<string, string> = {}
+                    const keyFactsUpdate: Record<string, string> = {}
+                    for (const a of confirmedAnswers) {
+                      if (['industry', 'company_size', 'role', 'risk_tolerance', 'decision_style'].includes(a.dim_key)) {
+                        profileUpdate[a.dim_key] = a.answer
+                      } else if (a.dim_key.startsWith('fact_')) {
+                        keyFactsUpdate[a.dim_desc] = a.answer
+                      }
+                    }
+                    if (Object.keys(profileUpdate).length > 0 || Object.keys(keyFactsUpdate).length > 0) {
+                      api.updateProfile({ ...profileUpdate, key_facts: keyFactsUpdate }).catch(() => {})
+                    }
+                    await streamAnalysis(currentSid, originalQuestion, confirmedAnswers)
+                  } catch (e) {
+                    toast.error(e instanceof Error ? e.message : '分析失败')
+                  } finally {
+                    setLoading(false)
+                  }
+                }}
+                disabled={loading}
+                size="sm"
+              >
+                {loading ? <Loader2 className="h-3.5 w-3.5 animate-spin" /> : <Check className="h-3.5 w-3.5" />}
+                确认并分析
+              </Button>
+            </div>
+          </div>
+        )}
+
         {/* 分析中提示 */}
         {analyzing && (
           <div className="flex items-center justify-center gap-2 py-3 text-sm text-muted-foreground">
@@ -686,6 +879,13 @@ export function ChatPanel({
             </Button>
           </div>
         </div>
+
+        {/* 卡片底部脚注 */}
+        {footer && (
+          <p className="border-t pt-2 text-center text-xs text-muted-foreground">
+            {footer}
+          </p>
+        )}
       </CardContent>
     </Card>
 
diff --git a/web/src/components/common/RiskCardView.tsx b/web/src/components/common/RiskCardView.tsx
index d1d4cc8..7607421 100644
--- a/web/src/components/common/RiskCardView.tsx
+++ b/web/src/components/common/RiskCardView.tsx
@@ -1,10 +1,20 @@
-import { AlertOctagon, FileText, ListChecks, Users, Cloud, Cpu, AlertTriangle } from 'lucide-react'
+import { AlertOctagon, FileText, ListChecks, Users, Cloud, Cpu, AlertTriangle, BookOpen, Sparkles } from 'lucide-react'
 import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
 import { StatusBadge } from './StatusBadge'
 import { Button } from '@/components/ui/button'
+import { Badge } from '@/components/ui/badge'
 import { Markdown } from './Markdown'
 import { cn } from '@/lib/utils'
-import type { RiskCard } from '@/types'
+import type { RiskCard, KnowledgeDoc } from '@/types'
+
+/** 知识库文档类型标签映射 */
+const DOC_TYPE_LABELS: Record<string, string> = {
+  law: '法规',
+  case: '案例',
+  guide: '指南',
+  industry: '行业',
+  template: '模板',
+}
 
 const BORDER: Record<string, string> = {
   green: 'border-l-emerald-500',
@@ -19,13 +29,15 @@ interface RiskCardViewProps {
   model?: string
   inferenceLocation?: string
   fallbackUsed?: boolean
+  /** 知识库引用来源 */
+  ragContext?: KnowledgeDoc[]
   /** 流式输出中(显示光标) */
   streaming?: boolean
   onEscalate?: () => void
 }
 
-/** 风险卡片:等级 + 结论 + 行动 + 证据 + 升级提示 + 模型答复 + 推理位置 */
-export function RiskCardView({ card, answer, model, inferenceLocation, fallbackUsed, streaming, onEscalate }: RiskCardViewProps) {
+/** 风险卡片:等级 + 结论 + 行动 + 证据 + 升级提示 + 模型答复 + 推理位置 + 参考来源 */
+export function RiskCardView({ card, answer, model, inferenceLocation, fallbackUsed, ragContext, streaming, onEscalate }: RiskCardViewProps) {
   return (
     <Card className={cn('border-l-4', BORDER[card.level])}>
       <CardHeader className="pb-3">
@@ -81,8 +93,47 @@ export function RiskCardView({ card, answer, model, inferenceLocation, fallbackU
 
         {answer && (
           <div className="rounded-md bg-muted/50 p-3">
-            <h4 className="mb-2 text-xs font-semibold text-muted-foreground">模型分析</h4>
+            {/* 标题行:模型分析 + 参考来源 tag */}
+            <div className="mb-2 flex flex-wrap items-center justify-between gap-2">
+              <h4 className="text-xs font-semibold text-muted-foreground">模型分析</h4>
+              {/* 参考来源 tag:有知识库引用时展示文档 tag,无引用时标注 AI 提供 */}
+              {!streaming && (
+                <div className="flex flex-wrap items-center gap-1.5">
+                  {ragContext && ragContext.length > 0 ? (
+                    <>
+                      <BookOpen className="h-3 w-3 text-muted-foreground" aria-hidden />
+                      {ragContext.map((doc, i) => (
+                        <span key={i} className="flex items-center gap-1 text-[10px]">
+                          <span className="font-medium text-foreground">{doc.title}</span>
+                          {doc.doc_type && (
+                            <Badge variant="secondary" className="text-[10px]">
+                              {DOC_TYPE_LABELS[doc.doc_type] || doc.doc_type}
+                            </Badge>
+                          )}
+                          {doc.region && (
+                            <Badge variant="outline" className="text-[10px]">{doc.region}</Badge>
+                          )}
+                        </span>
+                      ))}
+                    </>
+                  ) : (
+                    <>
+                      <Sparkles className="h-3 w-3 text-muted-foreground" aria-hidden />
+                      <Badge variant="outline" className="text-[10px]">AI 提供</Badge>
+                    </>
+                  )}
+                </div>
+              )}
+            </div>
             <Markdown content={answer} streaming={streaming} className="text-sm" />
+            {/* 问专家按钮:每次对话都显示 */}
+            {!streaming && onEscalate && (
+              <div className="mt-3 border-t pt-2">
+                <Button size="sm" variant="outline" onClick={onEscalate}>
+                  <Users className="h-3.5 w-3.5" /> 问专家
+                </Button>
+              </div>
+            )}
           </div>
         )}
 
@@ -95,11 +146,6 @@ export function RiskCardView({ card, answer, model, inferenceLocation, fallbackU
                 本事项可能造成明显损失或涉及重大风险,AI 输出不替代执业律师/会计师正式意见。
               </p>
             </div>
-            {onEscalate && (
-              <Button size="sm" variant="outline" className="shrink-0" onClick={onEscalate}>
-                <Users className="h-3.5 w-3.5" /> 问专家
-              </Button>
-            )}
           </div>
         )}
       </CardContent>
diff --git a/web/src/components/layout/Header.tsx b/web/src/components/layout/Header.tsx
index 8fc4f28..97e4a7e 100644
--- a/web/src/components/layout/Header.tsx
+++ b/web/src/components/layout/Header.tsx
@@ -27,7 +27,7 @@ export function Header({ nav }: { nav: React.ReactNode }) {
   const { pathname } = useLocation()
   const navigate = useNavigate()
   const [open, setOpen] = useState(false)
-  const title = TITLES[pathname] ?? 'BossAi'
+  const title = TITLES[pathname] ?? '左右(BossAi)'
 
   const handleLogout = () => {
     clearAuth()
@@ -71,7 +71,7 @@ export function Header({ nav }: { nav: React.ReactNode }) {
           <div className="absolute inset-0 bg-black/60" onClick={() => setOpen(false)} />
           <div className={cn('absolute left-0 top-0 h-full w-60 bg-card p-3 shadow-lg')}>
             <div className="flex h-11 items-center justify-between px-2">
-              <span className="font-semibold">BossAi</span>
+              <span className="font-semibold">左右(BossAi)</span>
               <Button variant="ghost" size="icon" aria-label="关闭菜单" onClick={() => setOpen(false)}>
                 <X className="h-5 w-5" />
               </Button>
diff --git a/web/src/components/layout/MobileNav.tsx b/web/src/components/layout/MobileNav.tsx
index 7765282..3317d45 100644
--- a/web/src/components/layout/MobileNav.tsx
+++ b/web/src/components/layout/MobileNav.tsx
@@ -19,53 +19,86 @@ import {
 import { cn } from '@/lib/utils'
 import { getRole, type Role } from '@/lib/auth'
 
-/** 全部导航项(与 Sidebar 保持一致) */
-const ALL_NAV = [
-  { to: '/', label: '驾驶舱', icon: LayoutDashboard, end: true, roles: ['user'] as Role[] },
-  { to: '/legal', label: '法务参谋', icon: Scale, roles: ['user'] as Role[] },
-  { to: '/decisions', label: '经营决策', icon: TrendingUp, roles: ['user'] as Role[] },
-  { to: '/life', label: '生活助理', icon: Heart, roles: ['user'] as Role[] },
-  { to: '/emotion', label: '情绪中心', icon: Smile, roles: ['user'] as Role[] },
-  { to: '/knowledge', label: '知识库', icon: BookOpen, roles: ['user'] as Role[] },
-  { to: '/experts', label: '专家库', icon: Users, roles: ['user'] as Role[] },
-  { to: '/history', label: '对话历史', icon: History, roles: ['user'] as Role[] },
-  // 专家工作台菜单项(仅专家可见,拆分为独立页面)
-  { to: '/workbench', label: '待确认服务', icon: Check, end: true, roles: ['expert'] as Role[] },
-  { to: '/workbench/pending', label: '待回复咨询', icon: MessageSquare, roles: ['expert'] as Role[] },
-  { to: '/workbench/replied', label: '已回复咨询', icon: Star, roles: ['expert'] as Role[] },
-  { to: '/workbench/users', label: '服务中用户', icon: Briefcase, roles: ['expert'] as Role[] },
-  // 管理后台菜单项(仅管理员可见)
-  { to: '/admin', label: '平台统计', icon: BarChart3, end: true, roles: ['admin'] as Role[] },
-  { to: '/admin/ai-usage', label: 'AI 使用', icon: MessageSquare, roles: ['admin'] as Role[] },
-  { to: '/admin/expert-activity', label: '专家沟通', icon: Activity, roles: ['admin'] as Role[] },
-  { to: '/admin/users', label: '用户管理', icon: Users, roles: ['admin'] as Role[] },
-  { to: '/admin/experts', label: '专家管理', icon: Briefcase, roles: ['admin'] as Role[] },
-  { to: '/settings', label: '设置', icon: Settings, roles: ['user'] as Role[] },
+/** 导航项类型(与 Sidebar 保持一致) */
+interface NavItem {
+  to: string
+  label: string
+  icon: React.ComponentType<{ className?: string }>
+  end?: boolean
+  roles: Role[]
+  group: string
+}
+
+/** 全部导航项(按 group 分组渲染) */
+const ALL_NAV: NavItem[] = [
+  // ===== 用户角色 =====
+  { to: '/', label: '驾驶舱', icon: LayoutDashboard, end: true, roles: ['user'], group: '总览' },
+  { to: '/legal', label: '法务参谋', icon: Scale, roles: ['user'], group: 'AI 助手' },
+  { to: '/decisions', label: '经营决策', icon: TrendingUp, roles: ['user'], group: 'AI 助手' },
+  { to: '/life', label: '生活助理', icon: Heart, roles: ['user'], group: 'AI 助手' },
+  { to: '/emotion', label: '情绪中心', icon: Smile, roles: ['user'], group: 'AI 助手' },
+  { to: '/knowledge', label: '知识库', icon: BookOpen, roles: ['user'], group: '我的资源' },
+  { to: '/experts', label: '专家库', icon: Users, roles: ['user'], group: '我的资源' },
+  { to: '/history', label: '对话历史', icon: History, roles: ['user'], group: '我的资源' },
+  { to: '/settings', label: '设置', icon: Settings, roles: ['user'], group: '系统' },
+
+  // ===== 专家角色 =====
+  { to: '/workbench', label: '待确认服务', icon: Check, end: true, roles: ['expert'], group: '工作台' },
+  { to: '/workbench/pending', label: '待回复咨询', icon: MessageSquare, roles: ['expert'], group: '工作台' },
+  { to: '/workbench/replied', label: '已回复咨询', icon: Star, roles: ['expert'], group: '工作台' },
+  { to: '/workbench/users', label: '服务中用户', icon: Briefcase, roles: ['expert'], group: '工作台' },
+
+  // ===== 管理员角色 =====
+  { to: '/admin', label: '平台统计', icon: BarChart3, end: true, roles: ['admin'], group: '平台管理' },
+  { to: '/admin/ai-usage', label: 'AI 使用', icon: MessageSquare, roles: ['admin'], group: '平台管理' },
+  { to: '/admin/expert-activity', label: '专家沟通', icon: Activity, roles: ['admin'], group: '平台管理' },
+  { to: '/admin/users', label: '用户管理', icon: Users, roles: ['admin'], group: '平台管理' },
+  { to: '/admin/experts', label: '专家管理', icon: Briefcase, roles: ['admin'], group: '平台管理' },
 ]
 
-/** 移动端抽屉内导航:按角色过滤 */
+/** 移动端抽屉内导航:按角色过滤并分组 */
 export function MobileNav() {
   const currentRole = getRole()
   const nav = ALL_NAV.filter((item) => item.roles.includes(currentRole))
+  // 按 group 分组,保持原始顺序
+  const groups: { name: string; items: NavItem[] }[] = []
+  for (const item of nav) {
+    let g = groups.find(g => g.name === item.group)
+    if (!g) {
+      g = { name: item.group, items: [] }
+      groups.push(g)
+    }
+    g.items.push(item)
+  }
+
   return (
-    <nav className="mt-2 space-y-1" aria-label="移动端导航">
-      {nav.map((item) => (
-        <NavLink
-          key={item.to}
-          to={item.to}
-          end={item.end}
-          className={({ isActive }) =>
-            cn(
-              'flex items-center gap-3 rounded-md px-3 py-2 text-sm font-medium',
-              isActive
-                ? 'bg-primary text-primary-foreground'
-                : 'text-muted-foreground hover:bg-accent',
-            )
-          }
-        >
-          <item.icon className="h-4 w-4" aria-hidden />
-          {item.label}
-        </NavLink>
+    <nav className="mt-2 space-y-4" aria-label="移动端导航">
+      {groups.map((group) => (
+        <div key={group.name}>
+          <p className="mb-1 px-3 text-[11px] font-medium uppercase tracking-wider text-muted-foreground/70">
+            {group.name}
+          </p>
+          <div className="space-y-1">
+            {group.items.map((item) => (
+              <NavLink
+                key={item.to}
+                to={item.to}
+                end={item.end}
+                className={({ isActive }) =>
+                  cn(
+                    'flex items-center gap-3 rounded-md px-3 py-2 text-sm font-medium',
+                    isActive
+                      ? 'bg-primary text-primary-foreground'
+                      : 'text-muted-foreground hover:bg-accent',
+                  )
+                }
+              >
+                <item.icon className="h-4 w-4 shrink-0" aria-hidden />
+                {item.label}
+              </NavLink>
+            ))}
+          </div>
+        </div>
       ))}
     </nav>
   )
diff --git a/web/src/components/layout/Sidebar.tsx b/web/src/components/layout/Sidebar.tsx
index d8297a2..c96d06b 100644
--- a/web/src/components/layout/Sidebar.tsx
+++ b/web/src/components/layout/Sidebar.tsx
@@ -16,62 +16,100 @@ import {
   Activity,
   Check,
   Star,
+  UserCircle,
 } from 'lucide-react'
 import { cn } from '@/lib/utils'
 import { getRole, type Role } from '@/lib/auth'
 
-/** 全部导航项 */
-const ALL_NAV = [
-  { to: '/', label: '驾驶舱', icon: LayoutDashboard, end: true, roles: ['user'] as Role[] },
-  { to: '/legal', label: '法务参谋', icon: Scale, roles: ['user'] as Role[] },
-  { to: '/decisions', label: '经营决策', icon: TrendingUp, roles: ['user'] as Role[] },
-  { to: '/life', label: '生活助理', icon: Heart, roles: ['user'] as Role[] },
-  { to: '/emotion', label: '情绪中心', icon: Smile, roles: ['user'] as Role[] },
-  { to: '/knowledge', label: '知识库', icon: BookOpen, roles: ['user'] as Role[] },
-  { to: '/experts', label: '专家库', icon: Users, roles: ['user'] as Role[] },
-  { to: '/history', label: '对话历史', icon: History, roles: ['user'] as Role[] },
-  // 专家工作台菜单项(仅专家可见,拆分为独立页面)
-  { to: '/workbench', label: '待确认服务', icon: Check, end: true, roles: ['expert'] as Role[] },
-  { to: '/workbench/pending', label: '待回复咨询', icon: MessageSquare, roles: ['expert'] as Role[] },
-  { to: '/workbench/replied', label: '已回复咨询', icon: Star, roles: ['expert'] as Role[] },
-  { to: '/workbench/users', label: '服务中用户', icon: Briefcase, roles: ['expert'] as Role[] },
-  // 管理后台菜单项(仅管理员可见)
-  { to: '/admin', label: '平台统计', icon: BarChart3, end: true, roles: ['admin'] as Role[] },
-  { to: '/admin/ai-usage', label: 'AI 使用', icon: MessageSquare, roles: ['admin'] as Role[] },
-  { to: '/admin/expert-activity', label: '专家沟通', icon: Activity, roles: ['admin'] as Role[] },
-  { to: '/admin/users', label: '用户管理', icon: Users, roles: ['admin'] as Role[] },
-  { to: '/admin/experts', label: '专家管理', icon: Briefcase, roles: ['admin'] as Role[] },
-  { to: '/settings', label: '设置', icon: Settings, roles: ['user'] as Role[] },
+/** 导航项类型 */
+interface NavItem {
+  to: string
+  label: string
+  icon: React.ComponentType<{ className?: string }>
+  end?: boolean
+  roles: Role[]
+  group: string
+}
+
+/** 全部导航项(按 group 分组渲染) */
+const ALL_NAV: NavItem[] = [
+  // ===== 用户角色 =====
+  // 总览
+  { to: '/', label: '驾驶舱', icon: LayoutDashboard, end: true, roles: ['user'], group: '总览' },
+  // AI 助手
+  { to: '/legal', label: '法务参谋', icon: Scale, roles: ['user'], group: 'AI 助手' },
+  { to: '/decisions', label: '经营决策', icon: TrendingUp, roles: ['user'], group: 'AI 助手' },
+  { to: '/life', label: '生活助理', icon: Heart, roles: ['user'], group: 'AI 助手' },
+  { to: '/emotion', label: '情绪中心', icon: Smile, roles: ['user'], group: 'AI 助手' },
+  // 我的资源
+  { to: '/knowledge', label: '知识库', icon: BookOpen, roles: ['user'], group: '我的资源' },
+  { to: '/experts', label: '专家库', icon: Users, roles: ['user'], group: '我的资源' },
+  { to: '/history', label: '对话历史', icon: History, roles: ['user'], group: '我的资源' },
+  { to: '/profile', label: '我的画像', icon: UserCircle, roles: ['user'], group: '我的资源' },
+  // 系统
+  { to: '/settings', label: '设置', icon: Settings, roles: ['user'], group: '系统' },
+
+  // ===== 专家角色 =====
+  { to: '/workbench', label: '待确认服务', icon: Check, end: true, roles: ['expert'], group: '工作台' },
+  { to: '/workbench/pending', label: '待回复咨询', icon: MessageSquare, roles: ['expert'], group: '工作台' },
+  { to: '/workbench/replied', label: '已回复咨询', icon: Star, roles: ['expert'], group: '工作台' },
+  { to: '/workbench/users', label: '服务中用户', icon: Briefcase, roles: ['expert'], group: '工作台' },
+
+  // ===== 管理员角色 =====
+  { to: '/admin', label: '平台统计', icon: BarChart3, end: true, roles: ['admin'], group: '平台管理' },
+  { to: '/admin/ai-usage', label: 'AI 使用', icon: MessageSquare, roles: ['admin'], group: '平台管理' },
+  { to: '/admin/expert-activity', label: '专家沟通', icon: Activity, roles: ['admin'], group: '平台管理' },
+  { to: '/admin/users', label: '用户管理', icon: Users, roles: ['admin'], group: '平台管理' },
+  { to: '/admin/experts', label: '专家管理', icon: Briefcase, roles: ['admin'], group: '平台管理' },
 ]
 
 export function Sidebar() {
   const currentRole = getRole()
   const nav = ALL_NAV.filter((item) => item.roles.includes(currentRole))
+  // 按 group 分组,保持原始顺序
+  const groups: { name: string; items: NavItem[] }[] = []
+  for (const item of nav) {
+    let g = groups.find(g => g.name === item.group)
+    if (!g) {
+      g = { name: item.group, items: [] }
+      groups.push(g)
+    }
+    g.items.push(item)
+  }
+
   return (
     <aside className="hidden md:flex md:w-60 md:flex-col md:fixed md:inset-y-0 md:border-r md:bg-card">
       <div className="flex h-14 items-center gap-2 border-b px-5">
         <ShieldCheck className="h-5 w-5 text-primary" aria-hidden />
-        <span className="font-semibold tracking-tight">BossAi</span>
-        <span className="ml-auto text-[10px] text-muted-foreground">BossAi</span>
+        <span className="font-semibold tracking-tight">左右(BossAi)</span>
       </div>
-      <nav className="flex-1 space-y-1 p-3" aria-label="主导航">
-        {nav.map((item) => (
-          <NavLink
-            key={item.to}
-            to={item.to}
-            end={item.end}
-            className={({ isActive }) =>
-              cn(
-                'flex items-center gap-3 rounded-md px-3 py-2 text-sm font-medium transition-colors',
-                isActive
-                  ? 'bg-primary text-primary-foreground'
-                  : 'text-muted-foreground hover:bg-accent hover:text-accent-foreground',
-              )
-            }
-          >
-            <item.icon className="h-4 w-4" aria-hidden />
-            {item.label}
-          </NavLink>
+      <nav className="flex-1 space-y-4 overflow-y-auto p-3" aria-label="主导航">
+        {groups.map((group) => (
+          <div key={group.name}>
+            <p className="mb-1 px-3 text-[11px] font-medium uppercase tracking-wider text-muted-foreground/70">
+              {group.name}
+            </p>
+            <div className="space-y-1">
+              {group.items.map((item) => (
+                <NavLink
+                  key={item.to}
+                  to={item.to}
+                  end={item.end}
+                  className={({ isActive }) =>
+                    cn(
+                      'flex items-center gap-3 rounded-md px-3 py-2 text-sm font-medium transition-colors',
+                      isActive
+                        ? 'bg-primary text-primary-foreground'
+                        : 'text-muted-foreground hover:bg-accent hover:text-accent-foreground',
+                    )
+                  }
+                >
+                  <item.icon className="h-4 w-4 shrink-0" aria-hidden />
+                  {item.label}
+                </NavLink>
+              ))}
+            </div>
+          </div>
         ))}
       </nav>
       <div className="border-t p-4 text-xs text-muted-foreground">
diff --git a/web/src/lib/api.ts b/web/src/lib/api.ts
index b14816b..1fe9c8d 100644
--- a/web/src/lib/api.ts
+++ b/web/src/lib/api.ts
@@ -168,6 +168,24 @@ export const api = {
   getProfile: () =>
     requestWithRetry<Record<string, unknown>>('/profile/me', {}),
 
+  /** 更新用户画像(确认事实后调用) */
+  updateProfile: (data: {
+    industry?: string
+    company_size?: string
+    role?: string
+    risk_tolerance?: string
+    decision_style?: string
+    key_facts?: Record<string, string>
+  }) =>
+    request<{ updated: boolean }>('/profile/me', {
+      method: 'PUT',
+      body: JSON.stringify(data),
+    }),
+
+  /** 获取用户画像历史版本 */
+  getProfileHistory: () =>
+    request<{ results: Array<{ id: number; version: number; profile: Record<string, unknown>; source: string; created_at: string }> }>('/profile/me/history'),
+
   /** 事实追问分析:返回追问问题或标记事实已充分 */
   askAnalyze: (
     sid: string,
@@ -184,6 +202,7 @@ export const api = {
       fact_summary?: string
       question_type: string
       risk_level: string
+      profile_facts?: Array<{ dim_key: string; dim_desc: string; answer: string }>
     }>(`/sessions/${sid}/ask-analyze`, {
       method: 'POST',
       body: JSON.stringify({
@@ -419,7 +438,24 @@ export const api = {
     }, { timeout: 30000, retries: 0 })
   },
 
-  adminListUsers: () => request<{ results: Array<{ id: number; phone: string; name: string; created_at: string }> }>('/admin/users'),
+  adminListUsers: (q?: string) =>
+    request<{ results: Array<{ id: number; phone: string; name: string; status: string; created_at: string; message_count: number; last_active: string | null; last_scene: string | null }> }>(
+      `/admin/users${q ? `?q=${encodeURIComponent(q)}` : ''}`,
+    ),
+
+  /** 管理端:重置用户密码 */
+  adminResetPassword: (userId: number, password: string) =>
+    request<{ reset: boolean }>(`/admin/users/${userId}/reset-password`, {
+      method: 'POST',
+      body: JSON.stringify({ password }),
+    }),
+
+  /** 管理端:激活/停用用户 */
+  adminUpdateUserStatus: (userId: number, status: 'active' | 'inactive') =>
+    request<{ status: string }>(`/admin/users/${userId}/status`, {
+      method: 'POST',
+      body: JSON.stringify({ status }),
+    }),
 
   adminStats: () => request<{
     users: number
diff --git a/web/src/pages/ChatHistory.tsx b/web/src/pages/ChatHistory.tsx
index 1bb2f68..fadf04a 100644
--- a/web/src/pages/ChatHistory.tsx
+++ b/web/src/pages/ChatHistory.tsx
@@ -9,11 +9,14 @@ import {
   Shield,
   ChevronRight,
   ArrowLeft,
+  BookOpen,
+  Sparkles,
 } from 'lucide-react'
 import { PageLayout } from '@/components/common/PageLayout'
 import { EmptyState } from '@/components/common/EmptyState'
 import { LoadingState } from '@/components/common/LoadingState'
 import { ErrorState } from '@/components/common/ErrorState'
+import { Markdown } from '@/components/common/Markdown'
 import { Card, CardContent } from '@/components/ui/card'
 import { Button } from '@/components/ui/button'
 import { Input } from '@/components/ui/input'
@@ -46,6 +49,15 @@ const RISK_COLORS: Record<string, string> = {
   red: 'bg-red-100 text-red-700',
 }
 
+/** 知识库文档类型标签映射 */
+const DOC_TYPE_LABELS: Record<string, string> = {
+  law: '法规',
+  case: '案例',
+  guide: '指南',
+  industry: '行业',
+  template: '模板',
+}
+
 /** 场景中文映射 */
 const SCENE_LABELS: Record<string, string> = {
   legal: '法务参谋',
@@ -202,18 +214,19 @@ export function ChatHistory() {
             <div className="mb-4 flex items-center gap-3 border-b pb-3">
               <modeCfg.icon className="h-5 w-5 text-muted-foreground" />
               <div className="flex-1">
-                <div className="flex items-center gap-2">
-                  <span className="font-medium">{modeCfg.label}</span>
+                <p className="font-medium">{currentSession.title || '未命名对话'}</p>
+                <div className="mt-0.5 flex flex-wrap items-center gap-2">
+                  <span className="text-xs text-muted-foreground">{modeCfg.label}</span>
                   {currentSession.scene && (
                     <Badge variant="secondary" className="text-xs">
                       {SCENE_LABELS[currentSession.scene] || currentSession.scene}
                     </Badge>
                   )}
+                  <span className="text-xs text-muted-foreground">
+                    {formatTime(currentSession.first_message_at)} ~ {formatTime(currentSession.last_message_at)}
+                    {' · '}{currentSession.message_count} 条消息
+                  </span>
                 </div>
-                <p className="mt-0.5 text-xs text-muted-foreground">
-                  {formatTime(currentSession.first_message_at)} ~ {formatTime(currentSession.last_message_at)}
-                  {' · '}{currentSession.message_count} 条消息
-                </p>
               </div>
             </div>
 
@@ -315,40 +328,65 @@ export function ChatHistory() {
           description="普通模式和保密模式的对话会保存在这里,阅后即焚不落库"
         />
       ) : (
-        <div className="space-y-2">
-          {sessions.map((session) => {
-            const modeCfg = MODE_CONFIG[session.mode]
-            return (
-              <Card
-                key={session.session_id}
-                className="cursor-pointer transition-colors hover:bg-accent/50"
-                onClick={() => handleView(session)}
-              >
-                <CardContent className="flex items-center gap-3 p-4">
-                  <div className={cn('flex h-10 w-10 items-center justify-center rounded-lg', modeCfg.color)}>
-                    <modeCfg.icon className="h-5 w-5" />
-                  </div>
-                  <div className="min-w-0 flex-1">
-                    <div className="flex items-center gap-2">
-                      <span className="text-sm font-medium">{modeCfg.label}</span>
-                      {session.scene && (
-                        <Badge variant="secondary" className="text-xs">
-                          {SCENE_LABELS[session.scene] || session.scene}
-                        </Badge>
-                      )}
-                      <span className="text-xs text-muted-foreground">
-                        {session.message_count} 条
-                      </span>
-                    </div>
-                    <p className="mt-0.5 truncate text-xs text-muted-foreground">
-                      {formatTime(session.last_message_at)}
-                    </p>
-                  </div>
-                  <ChevronRight className="h-4 w-4 text-muted-foreground" />
-                </CardContent>
-              </Card>
-            )
-          })}
+        <div className="space-y-6">
+          {/* 按场景分组,每组内按时间倒序 */}
+          {(() => {
+            // 定义场景顺序
+            const SCENE_ORDER = ['legal', 'decision', 'life', 'emotion']
+            // 按 scene 分组(无 scene 归为"其他")
+            const groups = new Map<string, HistorySession[]>()
+            for (const s of sessions) {
+              const key = s.scene || 'other'
+              if (!groups.has(key)) groups.set(key, [])
+              groups.get(key)!.push(s)
+            }
+            // 每组内按 last_message_at 倒序
+            for (const items of groups.values()) {
+              items.sort((a, b) => {
+                const ta = a.last_message_at ? new Date(a.last_message_at).getTime() : 0
+                const tb = b.last_message_at ? new Date(b.last_message_at).getTime() : 0
+                return tb - ta
+              })
+            }
+            // 渲染:按 SCENE_ORDER 顺序,最后是 other
+            const orderedKeys = [...SCENE_ORDER.filter(k => groups.has(k)), ...['other']].filter(k => groups.has(k))
+            return orderedKeys.map((key) => (
+              <div key={key}>
+                <p className="mb-2 px-1 text-xs font-medium uppercase tracking-wider text-muted-foreground/70">
+                  {SCENE_LABELS[key] || '其他'}
+                  <span className="ml-1.5 text-muted-foreground/50">{groups.get(key)!.length}</span>
+                </p>
+                <div className="space-y-2">
+                  {groups.get(key)!.map((session) => {
+                    const modeCfg = MODE_CONFIG[session.mode]
+                    return (
+                      <Card
+                        key={session.session_id}
+                        className="cursor-pointer transition-colors hover:bg-accent/50"
+                        onClick={() => handleView(session)}
+                      >
+                        <CardContent className="flex items-center gap-3 p-4">
+                          <div className={cn('flex h-10 w-10 items-center justify-center rounded-lg', modeCfg.color)}>
+                            <modeCfg.icon className="h-5 w-5" />
+                          </div>
+                          <div className="min-w-0 flex-1">
+                            <p className="truncate text-sm font-medium">{session.title || '未命名对话'}</p>
+                            <div className="mt-0.5 flex flex-wrap items-center gap-2">
+                              <span className="text-xs text-muted-foreground">{modeCfg.label}</span>
+                              <span className="text-xs text-muted-foreground">
+                                {session.message_count} 条 · {formatTime(session.last_message_at)}
+                              </span>
+                            </div>
+                          </div>
+                          <ChevronRight className="h-4 w-4 text-muted-foreground" />
+                        </CardContent>
+                      </Card>
+                    )
+                  })}
+                </div>
+              </div>
+            ))
+          })()}
         </div>
       )}
 
@@ -369,8 +407,12 @@ function MessageBubble({ message }: { message: HistoryMessage }) {
   return (
     <div className={cn('flex', isUser ? 'justify-end' : 'justify-start')}>
       <div className={cn('max-w-[80%] rounded-lg p-3', isUser ? 'bg-primary text-primary-foreground' : 'bg-muted')}>
-        {/* 消息正文 */}
-        <p className="whitespace-pre-wrap text-sm">{message.content}</p>
+        {/* 消息正文:用户消息纯文本,AI 消息 Markdown 渲染 */}
+        {isUser ? (
+          <p className="whitespace-pre-wrap text-sm">{message.content}</p>
+        ) : (
+          <Markdown content={message.content} className="text-sm" />
+        )}
 
         {/* AI 回复的风险卡信息 */}
         {!isUser && riskLevel && (
@@ -398,6 +440,37 @@ function MessageBubble({ message }: { message: HistoryMessage }) {
           </div>
         )}
 
+        {/* 参考来源:知识库引用 tag 或 AI 提供 tag */}
+        {!isUser && (
+          <div className="mt-2 border-t border-border/30 pt-2">
+            <div className="mb-1 flex items-center gap-1 text-[10px] text-muted-foreground">
+              <BookOpen className="h-3 w-3" /> 参考来源
+            </div>
+            {message.meta?.rag_context && message.meta.rag_context.length > 0 ? (
+              <div className="space-y-1">
+                {message.meta.rag_context.map((doc, i) => (
+                  <div key={i} className="flex flex-wrap items-center gap-1 text-xs">
+                    <span className="font-medium">{doc.title}</span>
+                    {doc.doc_type && (
+                      <Badge variant="secondary" className="text-[10px]">
+                        {DOC_TYPE_LABELS[doc.doc_type] || doc.doc_type}
+                      </Badge>
+                    )}
+                    {doc.region && (
+                      <Badge variant="outline" className="text-[10px]">{doc.region}</Badge>
+                    )}
+                  </div>
+                ))}
+              </div>
+            ) : (
+              <div className="flex items-center gap-1 text-xs text-muted-foreground">
+                <Sparkles className="h-3 w-3" />
+                <Badge variant="outline" className="text-[10px]">AI 提供</Badge>
+              </div>
+            )}
+          </div>
+        )}
+
         {/* 时间戳 */}
         <p className={cn('mt-1 text-[10px]', isUser ? 'text-primary-foreground/60' : 'text-muted-foreground')}>
           {formatTime(message.created_at)}
diff --git a/web/src/pages/Decisions.tsx b/web/src/pages/Decisions.tsx
index ba6a6d8..74cc510 100644
--- a/web/src/pages/Decisions.tsx
+++ b/web/src/pages/Decisions.tsx
@@ -1,17 +1,10 @@
 import { useState } from 'react'
 import { PageLayout } from '@/components/common/PageLayout'
 import { ChatPanel } from '@/components/common/ChatPanel'
-import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
-import { Lightbulb, Scale, TrendingUp, Wallet, Store, Handshake, Tag, UserPlus, Repeat } from 'lucide-react'
+import { Card, CardContent, CardHeader } from '@/components/ui/card'
+import { Wallet, Store, Handshake, Tag, UserPlus, Repeat, ChevronDown } from 'lucide-react'
 import { cn } from '@/lib/utils'
 
-const FRAMEWORK = [
-  { icon: TrendingUp, title: '预期收益', desc: '各方案的收益估算与时间线' },
-  { icon: Scale, title: '主要风险', desc: '每个方案的核心风险点' },
-  { icon: Wallet, title: '现金流影响', desc: '对短期和长期现金流的冲击' },
-  { icon: Lightbulb, title: '推荐程度', desc: '综合评估后的推荐等级' },
-]
-
 /** 决策话题:每个话题对应不同的示例问题 */
 const TOPICS = [
   {
@@ -85,6 +78,7 @@ const TOPICS = [
 /** 经营决策助手:情景推演、方案对比、收益/风险/现金流/推荐程度 */
 export function Decisions() {
   const [selectedTopic, setSelectedTopic] = useState(0)
+  const [topicsCollapsed, setTopicsCollapsed] = useState(false)
 
   return (
     <PageLayout
@@ -93,25 +87,15 @@ export function Decisions() {
     >
       <Card>
         <CardHeader className="pb-3">
-          <CardTitle className="text-base">决策推演框架</CardTitle>
-        </CardHeader>
-        <CardContent>
-          <div className="grid gap-3 sm:grid-cols-2 lg:grid-cols-4">
-            {FRAMEWORK.map((f) => (
-              <div key={f.title} className="rounded-md border p-3">
-                <f.icon className="mb-2 h-5 w-5 text-primary" aria-hidden />
-                <p className="text-sm font-medium">{f.title}</p>
-                <p className="mt-1 text-xs text-muted-foreground">{f.desc}</p>
-              </div>
-            ))}
-          </div>
-        </CardContent>
-      </Card>
-
-      <Card>
-        <CardHeader className="pb-3">
-          <CardTitle className="text-base">决策话题</CardTitle>
+          <button
+            onClick={() => setTopicsCollapsed(!topicsCollapsed)}
+            className="flex items-center gap-1.5 text-base font-semibold transition-opacity hover:opacity-70"
+          >
+            <ChevronDown className={cn('h-4 w-4 transition-transform', topicsCollapsed && '-rotate-90')} />
+            决策话题
+          </button>
         </CardHeader>
+        {!topicsCollapsed && (
         <CardContent>
           <div className="grid gap-3 sm:grid-cols-2 lg:grid-cols-3">
             {TOPICS.map((t, i) => (
@@ -134,6 +118,7 @@ export function Decisions() {
             ))}
           </div>
         </CardContent>
+        )}
       </Card>
 
       <ChatPanel
@@ -144,11 +129,8 @@ export function Decisions() {
         placeholder={`描述你的${TOPICS[selectedTopic].title}问题…`}
         showRiskCard={false}
         enableUpload={false}
+        footer="AI 提供情景推演和利弊分析,最终决策由老板做出。"
       />
-
-      <p className="text-center text-xs text-muted-foreground">
-        AI 提供情景推演和利弊分析,最终决策由老板做出。
-      </p>
     </PageLayout>
   )
 }
diff --git a/web/src/pages/EmotionCenter.tsx b/web/src/pages/EmotionCenter.tsx
index 0972439..93be256 100644
--- a/web/src/pages/EmotionCenter.tsx
+++ b/web/src/pages/EmotionCenter.tsx
@@ -1,8 +1,8 @@
 import { useState } from 'react'
-import { Brain, HeartHandshake, Zap, Phone } from 'lucide-react'
+import { Brain, HeartHandshake, Zap, Phone, ChevronDown } from 'lucide-react'
 import { PageLayout } from '@/components/common/PageLayout'
 import { ChatPanel } from '@/components/common/ChatPanel'
-import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
+import { Card, CardContent, CardHeader } from '@/components/ui/card'
 import { cn } from '@/lib/utils'
 import type { EmotionMode } from '@/types'
 
@@ -48,6 +48,7 @@ const MODES: { value: EmotionMode; label: string; desc: string; icon: typeof Bra
 /** 情绪价值引擎:三模式切换 + 危机干预入口 */
 export function EmotionCenter() {
   const [emotionMode, setEmotionMode] = useState<EmotionMode>('calm')
+  const [modesCollapsed, setModesCollapsed] = useState(false)
 
   return (
     <PageLayout
@@ -70,8 +71,15 @@ export function EmotionCenter() {
       {/* 情绪模式选择器 */}
       <Card>
         <CardHeader className="pb-3">
-          <CardTitle className="text-base">回复模式</CardTitle>
+          <button
+            onClick={() => setModesCollapsed(!modesCollapsed)}
+            className="flex items-center gap-1.5 text-base font-semibold transition-opacity hover:opacity-70"
+          >
+            <ChevronDown className={cn('h-4 w-4 transition-transform', modesCollapsed && '-rotate-90')} />
+            回复模式
+          </button>
         </CardHeader>
+        {!modesCollapsed && (
         <CardContent>
           <div className="grid gap-3 sm:grid-cols-3">
             {MODES.map((m) => (
@@ -92,6 +100,7 @@ export function EmotionCenter() {
             ))}
           </div>
         </CardContent>
+        )}
       </Card>
 
       <ChatPanel
@@ -103,11 +112,8 @@ export function EmotionCenter() {
         placeholder="说说你现在的感受…"
         showRiskCard={false}
         enableUpload={false}
+        footer="情绪对话默认使用阅后即焚模式,退出后不留痕迹。传统文化内容仅供反思与陪伴。"
       />
-
-      <p className="text-center text-xs text-muted-foreground">
-        情绪对话默认使用阅后即焚模式,退出后不留痕迹。传统文化内容仅供反思与陪伴。
-      </p>
     </PageLayout>
   )
 }
diff --git a/web/src/pages/LegalAdvisor.tsx b/web/src/pages/LegalAdvisor.tsx
index 642d705..2de74f9 100644
--- a/web/src/pages/LegalAdvisor.tsx
+++ b/web/src/pages/LegalAdvisor.tsx
@@ -1,8 +1,8 @@
 import { useState } from 'react'
 import { PageLayout } from '@/components/common/PageLayout'
 import { ChatPanel } from '@/components/common/ChatPanel'
-import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
-import { Briefcase, FileText, Coins, Users, Receipt, Gavel } from 'lucide-react'
+import { Card, CardContent, CardHeader } from '@/components/ui/card'
+import { Briefcase, FileText, Coins, Users, Receipt, Gavel, ChevronDown } from 'lucide-react'
 import { cn } from '@/lib/utils'
 
 /** 法务话题:每个话题对应不同的示例问题 */
@@ -78,6 +78,7 @@ const TOPICS = [
 /** 法务参谋:劳动用工、合同审查、债权债务、股东纠纷、税务风险 */
 export function LegalAdvisor() {
   const [selectedTopic, setSelectedTopic] = useState(0)
+  const [topicsCollapsed, setTopicsCollapsed] = useState(false)
 
   return (
     <PageLayout
@@ -86,8 +87,15 @@ export function LegalAdvisor() {
     >
       <Card>
         <CardHeader className="pb-3">
-          <CardTitle className="text-base">法务话题</CardTitle>
+          <button
+            onClick={() => setTopicsCollapsed(!topicsCollapsed)}
+            className="flex items-center gap-1.5 text-base font-semibold transition-opacity hover:opacity-70"
+          >
+            <ChevronDown className={cn('h-4 w-4 transition-transform', topicsCollapsed && '-rotate-90')} />
+            法务话题
+          </button>
         </CardHeader>
+        {!topicsCollapsed && (
         <CardContent>
           <div className="grid gap-3 sm:grid-cols-2 lg:grid-cols-3">
             {TOPICS.map((t, i) => (
@@ -110,6 +118,7 @@ export function LegalAdvisor() {
             ))}
           </div>
         </CardContent>
+        )}
       </Card>
 
       <ChatPanel
@@ -120,11 +129,8 @@ export function LegalAdvisor() {
         placeholder={`描述你的${TOPICS[selectedTopic].title}问题…`}
         showRiskCard
         enableUpload
+        footer="AI 输出仅供参考,不构成律师、会计师、税务师或医生的正式意见。重大风险事项请寻求执业专业人士复核。"
       />
-      <p className="text-center text-xs text-muted-foreground">
-        AI 输出仅供参考,不构成律师、会计师、税务师或医生的正式意见。
-        重大风险事项请寻求执业专业人士复核。
-      </p>
     </PageLayout>
   )
 }
diff --git a/web/src/pages/LifeAssistant.tsx b/web/src/pages/LifeAssistant.tsx
index 5141443..f4084df 100644
--- a/web/src/pages/LifeAssistant.tsx
+++ b/web/src/pages/LifeAssistant.tsx
@@ -1,8 +1,8 @@
 import { useState } from 'react'
 import { PageLayout } from '@/components/common/PageLayout'
 import { ChatPanel } from '@/components/common/ChatPanel'
-import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
-import { Heart, Users, Plane, Moon, GraduationCap, Stethoscope } from 'lucide-react'
+import { Card, CardContent, CardHeader } from '@/components/ui/card'
+import { Heart, Users, Plane, Moon, GraduationCap, Stethoscope, ChevronDown } from 'lucide-react'
 import { cn } from '@/lib/utils'
 
 /** 话题定义:每个话题对应不同的示例问题 */
@@ -72,6 +72,7 @@ const TOPICS = [
 /** 老板生活助理:降低非经营决策负担 */
 export function LifeAssistant() {
   const [selectedTopic, setSelectedTopic] = useState(0)
+  const [topicsCollapsed, setTopicsCollapsed] = useState(false)
 
   return (
     <PageLayout
@@ -80,8 +81,15 @@ export function LifeAssistant() {
     >
       <Card>
         <CardHeader className="pb-3">
-          <CardTitle className="text-base">支持话题</CardTitle>
+          <button
+            onClick={() => setTopicsCollapsed(!topicsCollapsed)}
+            className="flex items-center gap-1.5 text-base font-semibold transition-opacity hover:opacity-70"
+          >
+            <ChevronDown className={cn('h-4 w-4 transition-transform', topicsCollapsed && '-rotate-90')} />
+            支持话题
+          </button>
         </CardHeader>
+        {!topicsCollapsed && (
         <CardContent>
           <div className="grid gap-3 sm:grid-cols-2 lg:grid-cols-3">
             {TOPICS.map((t, i) => (
@@ -104,6 +112,7 @@ export function LifeAssistant() {
             ))}
           </div>
         </CardContent>
+        )}
       </Card>
 
       <ChatPanel
@@ -114,6 +123,7 @@ export function LifeAssistant() {
         placeholder={`描述你的${TOPICS[selectedTopic].title}问题…`}
         showRiskCard={false}
         enableUpload={false}
+        footer="AI 输出仅供参考,重大事项请咨询相关领域专业人士。"
       />
     </PageLayout>
   )
diff --git a/web/src/pages/Login.tsx b/web/src/pages/Login.tsx
index 6839c0a..31002b0 100644
--- a/web/src/pages/Login.tsx
+++ b/web/src/pages/Login.tsx
@@ -9,6 +9,7 @@ import { Label } from '@/components/ui/label'
 import { toast } from 'sonner'
 import { Loader2, ShieldCheck, UserCog, Briefcase, Shield, User } from 'lucide-react'
 import { cn } from '@/lib/utils'
+import { Toaster } from '@/components/ui/sonner'
 
 /** 角色配置 */
 const ROLES: Array<{
@@ -130,7 +131,7 @@ export function Login() {
             <ShieldCheck className="h-6 w-6 text-primary" />
           </div>
           <CardTitle className="text-xl">
-            {mode === 'login' ? '登录 BossAi' : '注册 BossAi'}
+            {mode === 'login' ? '登录 左右(BossAi)' : '注册 左右(BossAi)'}
           </CardTitle>
           <p className="text-sm text-muted-foreground">
             {currentRole.desc}
@@ -229,6 +230,8 @@ export function Login() {
           )}
         </CardContent>
       </Card>
+      {/* Login 页在 AppLayout 之外,需自带 Toaster 才能显示 toast */}
+      <Toaster />
     </div>
   )
 }
diff --git a/web/src/pages/MyProfile.tsx b/web/src/pages/MyProfile.tsx
new file mode 100644
index 0000000..1638891
--- /dev/null
+++ b/web/src/pages/MyProfile.tsx
@@ -0,0 +1,316 @@
+import { useEffect, useState, useCallback } from 'react'
+import { UserCircle, History, ChevronRight, ArrowLeft } from 'lucide-react'
+import { PageLayout } from '@/components/common/PageLayout'
+import { EmptyState } from '@/components/common/EmptyState'
+import { LoadingState } from '@/components/common/LoadingState'
+import { ErrorState } from '@/components/common/ErrorState'
+import { Card, CardContent } from '@/components/ui/card'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { api } from '@/lib/api'
+import { cn } from '@/lib/utils'
+
+/** 用户画像数据 */
+interface ProfileData {
+  phone: string
+  industry: string
+  company_size: string
+  role: string
+  common_scenes: string[]
+  common_topics: string[]
+  risk_tolerance: string
+  communication_style: string
+  decision_style: string
+  key_facts: Record<string, string>
+  interaction_count: number
+  last_active: string
+}
+
+/** 画像历史版本 */
+interface ProfileHistory {
+  id: number
+  version: number
+  profile: Record<string, unknown>
+  source: string
+  created_at: string
+}
+
+/** 字段中文标签 */
+const FIELD_LABELS: Record<string, string> = {
+  industry: '行业',
+  company_size: '企业规模',
+  role: '角色',
+  risk_tolerance: '风险偏好',
+  communication_style: '沟通偏好',
+  decision_style: '决策风格',
+}
+
+/** 企业规模映射 */
+const SIZE_LABELS: Record<string, string> = {
+  micro: '微型(<10人)',
+  small: '小型(10-50人)',
+  medium: '中型(50-200人)',
+  large: '大型(200+人)',
+}
+
+/** 风险偏好映射 */
+const RISK_LABELS: Record<string, string> = {
+  conservative: '保守型',
+  moderate: '稳健型',
+  aggressive: '进取型',
+}
+
+/** 场景中文映射 */
+const SCENE_LABELS: Record<string, string> = {
+  legal: '法务参谋',
+  decision: '经营决策',
+  life: '生活助理',
+  emotion: '情绪中心',
+}
+
+/** 来源映射 */
+const SOURCE_LABELS: Record<string, string> = {
+  auto: 'AI 自动提取',
+  manual: '用户确认',
+}
+
+/** 格式化时间 */
+function formatTime(dt: string): string {
+  if (!dt) return '-'
+  return new Date(dt).toLocaleString('zh-CN', {
+    year: 'numeric', month: '2-digit', day: '2-digit',
+    hour: '2-digit', minute: '2-digit',
+  })
+}
+
+/** 格式化字段值 */
+function formatValue(key: string, value: string): string {
+  if (key === 'company_size') return SIZE_LABELS[value] || value
+  if (key === 'risk_tolerance') return RISK_LABELS[value] || value
+  return value
+}
+
+export function MyProfile() {
+  const [profile, setProfile] = useState<ProfileData | null>(null)
+  const [history, setHistory] = useState<ProfileHistory[]>([])
+  const [loading, setLoading] = useState(true)
+  const [error, setError] = useState<string | null>(null)
+  const [currentHistory, setCurrentHistory] = useState<ProfileHistory | null>(null)
+
+  const load = useCallback(async () => {
+    setLoading(true)
+    setError(null)
+    try {
+      const [profileRes, historyRes] = await Promise.all([
+        api.getProfile(),
+        api.getProfileHistory(),
+      ])
+      setProfile(profileRes as unknown as ProfileData)
+      setHistory(historyRes.results)
+    } catch (e) {
+      setError(e instanceof Error ? e.message : '加载失败')
+    } finally {
+      setLoading(false)
+    }
+  }, [])
+
+  useEffect(() => { load() }, [load])
+
+  if (loading) return <PageLayout title="我的画像"><LoadingState /></PageLayout>
+  if (error) return <PageLayout title="我的画像"><ErrorState message={error} onRetry={load} /></PageLayout>
+  if (!profile) return null
+
+  // ===== 历史详情视图 =====
+  if (currentHistory) {
+    const hp = currentHistory.profile as Record<string, unknown>
+    return (
+      <PageLayout
+        title={`画像版本 v${currentHistory.version}`}
+        description={`${SOURCE_LABELS[currentHistory.source] || currentHistory.source} · ${formatTime(currentHistory.created_at)}`}
+        actions={
+          <Button variant="outline" size="sm" onClick={() => setCurrentHistory(null)}>
+            <ArrowLeft className="h-3.5 w-3.5" /> 返回
+          </Button>
+        }
+      >
+        <Card>
+          <CardContent className="p-5">
+            <div className="space-y-3">
+              {Object.entries(FIELD_LABELS).map(([key, label]) => {
+                const val = hp[key] as string
+                if (!val) return null
+                return (
+                  <div key={key} className="flex items-center justify-between border-b pb-2">
+                    <span className="text-sm text-muted-foreground">{label}</span>
+                    <span className="text-sm font-medium">{formatValue(key, val)}</span>
+                  </div>
+                )
+              })}
+              {Array.isArray(hp.common_topics) && (hp.common_topics as string[]).length > 0 && (
+                <div className="border-b pb-2">
+                  <p className="mb-1.5 text-sm text-muted-foreground">常问话题</p>
+                  <div className="flex flex-wrap gap-1.5">
+                    {(hp.common_topics as string[]).map((t, i) => (
+                      <Badge key={i} variant="secondary" className="text-xs">{String(t)}</Badge>
+                    ))}
+                  </div>
+                </div>
+              )}
+              {Boolean(hp.key_facts && typeof hp.key_facts === 'object' && !Array.isArray(hp.key_facts) && Object.keys(hp.key_facts as Record<string, unknown>).length > 0) && (
+                <div className="border-b pb-2">
+                  <p className="mb-1.5 text-sm text-muted-foreground">关键事实</p>
+                  <div className="space-y-1">
+                    {Object.entries(hp.key_facts as Record<string, string>).map(([k, v]) => (
+                      <div key={k} className="flex items-center justify-between text-xs">
+                        <span className="text-muted-foreground">{k}</span>
+                        <span className="font-medium">{String(v)}</span>
+                      </div>
+                    ))}
+                  </div>
+                </div>
+              )}
+              {Array.isArray(hp.common_scenes) && (hp.common_scenes as string[]).length > 0 && (
+                <div>
+                  <p className="mb-1.5 text-sm text-muted-foreground">常用场景</p>
+                  <div className="flex flex-wrap gap-1.5">
+                    {(hp.common_scenes as string[]).map((s, i) => (
+                      <Badge key={i} variant="outline" className="text-xs">
+                        {SCENE_LABELS[String(s)] || String(s)}
+                      </Badge>
+                    ))}
+                  </div>
+                </div>
+              )}
+            </div>
+          </CardContent>
+        </Card>
+      </PageLayout>
+    )
+  }
+
+  // ===== 画像主视图 =====
+  return (
+    <PageLayout
+      title="我的画像"
+      description="系统根据你的对话累积的抽象特征,用于个性化回复。不存储对话原文。"
+    >
+      {/* 当前画像 */}
+      <Card>
+        <CardContent className="p-5">
+          <div className="mb-4 flex items-center gap-2">
+            <UserCircle className="h-5 w-5 text-primary" aria-hidden />
+            <h3 className="text-sm font-semibold">当前画像</h3>
+            <Badge variant="secondary" className="ml-auto text-xs">
+              交互 {profile.interaction_count} 次
+            </Badge>
+          </div>
+
+          <div className="space-y-3">
+            {Object.entries(FIELD_LABELS).map(([key, label]) => {
+              const val = profile[key as keyof ProfileData] as string
+              if (!val) return null
+              return (
+                <div key={key} className="flex items-center justify-between border-b pb-2">
+                  <span className="text-sm text-muted-foreground">{label}</span>
+                  <span className="text-sm font-medium">{formatValue(key, val)}</span>
+                </div>
+              )
+            })}
+
+            {profile.common_topics && profile.common_topics.length > 0 && (
+              <div className="border-b pb-2">
+                <p className="mb-1.5 text-sm text-muted-foreground">常问话题</p>
+                <div className="flex flex-wrap gap-1.5">
+                  {profile.common_topics.map((t, i) => (
+                    <Badge key={i} variant="secondary" className="text-xs">{t}</Badge>
+                  ))}
+                </div>
+              </div>
+            )}
+
+            {profile.key_facts && Object.keys(profile.key_facts).length > 0 && (
+              <div className="border-b pb-2">
+                <p className="mb-1.5 text-sm text-muted-foreground">关键事实</p>
+                <div className="space-y-1">
+                  {Object.entries(profile.key_facts).map(([k, v]) => (
+                    <div key={k} className="flex items-center justify-between text-xs">
+                      <span className="text-muted-foreground">{k}</span>
+                      <span className="font-medium">{v}</span>
+                    </div>
+                  ))}
+                </div>
+              </div>
+            )}
+
+            {profile.common_scenes && profile.common_scenes.length > 0 && (
+              <div>
+                <p className="mb-1.5 text-sm text-muted-foreground">常用场景</p>
+                <div className="flex flex-wrap gap-1.5">
+                  {profile.common_scenes.map((s, i) => (
+                    <Badge key={i} variant="outline" className="text-xs">
+                      {SCENE_LABELS[s] || s}
+                    </Badge>
+                  ))}
+                </div>
+              </div>
+            )}
+
+            {profile.last_active && (
+              <p className="pt-2 text-xs text-muted-foreground">
+                最后活跃:{formatTime(profile.last_active)}
+              </p>
+            )}
+          </div>
+        </CardContent>
+      </Card>
+
+      {/* 版本历史 */}
+      <div>
+        <div className="mb-2 flex items-center gap-2 px-1">
+          <History className="h-4 w-4 text-muted-foreground" aria-hidden />
+          <h3 className="text-sm font-semibold">版本历史</h3>
+          <span className="text-xs text-muted-foreground">{history.length} 个版本</span>
+        </div>
+        {history.length === 0 ? (
+          <EmptyState
+            title="暂无历史版本"
+            description="每次画像更新都会记录版本快照"
+            icon={<History className="h-8 w-8" />}
+          />
+        ) : (
+          <div className="space-y-2">
+            {history.map((h) => (
+              <Card
+                key={h.id}
+                className="cursor-pointer transition-colors hover:bg-accent/50"
+                onClick={() => setCurrentHistory(h)}
+              >
+                <CardContent className="flex items-center gap-3 p-4">
+                  <div className={cn(
+                    'flex h-9 w-9 shrink-0 items-center justify-center rounded-lg',
+                    h.source === 'manual' ? 'bg-blue-100 text-blue-700' : 'bg-muted text-muted-foreground',
+                  )}>
+                    <History className="h-4 w-4" />
+                  </div>
+                  <div className="min-w-0 flex-1">
+                    <p className="text-sm font-medium">版本 v{h.version}</p>
+                    <div className="mt-0.5 flex items-center gap-2">
+                      <Badge
+                        variant={h.source === 'manual' ? 'default' : 'secondary'}
+                        className="text-[10px]"
+                      >
+                        {SOURCE_LABELS[h.source] || h.source}
+                      </Badge>
+                      <span className="text-xs text-muted-foreground">{formatTime(h.created_at)}</span>
+                    </div>
+                  </div>
+                  <ChevronRight className="h-4 w-4 shrink-0 text-muted-foreground" />
+                </CardContent>
+              </Card>
+            ))}
+          </div>
+        )}
+      </div>
+    </PageLayout>
+  )
+}
diff --git a/web/src/pages/Settings.tsx b/web/src/pages/Settings.tsx
index 8a76b6a..bbd0f91 100644
--- a/web/src/pages/Settings.tsx
+++ b/web/src/pages/Settings.tsx
@@ -41,7 +41,7 @@ const SETTING_GROUPS = [
     items: [
       { key: 'long_term_memory', label: '长期记忆', desc: '记住你的压力来源、性格和决策风格,提供个性化建议。可随时关闭', icon: Database, danger: false },
       { key: 'knowledge_base_write', label: '企业知识库写入', desc: '允许将脱敏内容写入企业知识库,供团队复用', icon: Database, danger: false },
-      { key: 'training_data_collection', label: '模型训练数据采集', desc: '允许使用你的对话数据改进模型。默认关闭, BossAi 不采集训练数据', icon: Info, danger: false },
+      { key: 'training_data_collection', label: '模型训练数据采集', desc: '允许使用你的对话数据改进模型。默认关闭, 左右(BossAi) 不采集训练数据', icon: Info, danger: false },
     ],
   },
   {
@@ -60,8 +60,8 @@ const SETTING_GROUPS = [
     items: [
       { key: 'daily_reminder', label: '每日经营提醒', desc: '每天早上推送今天最该做的一件事', icon: Bell, danger: false },
       { key: 'risk_alert', label: '风险预警', desc: '检测到合同到期、应收逾期、员工试用期届满等风险时主动提醒', icon: Shield, danger: false },
-      { key: 'auto_escalate_red', label: '红色风险自动升级', desc: '检测到红色风险时自动创建复核工单,无需手动操作', icon: Shield, danger: false },
-      { key: 'auto_escalate_orange', label: '橙色风险自动升级', desc: '检测到橙色风险时自动创建复核工单(默认手动)', icon: Shield, danger: false },
+      { key: 'auto_escalate_red', label: '红色风险自动提醒', desc: '检测到红色风险时自动提醒用户咨询专家,无需手动操作', icon: Shield, danger: false },
+      { key: 'auto_escalate_orange', label: '橙色风险自动提醒', desc: '检测到橙色风险时自动提醒用户咨询专家(默认手动)', icon: Shield, danger: false },
     ],
   },
 ]
@@ -172,8 +172,8 @@ export function Settings() {
                   >
                     <span
                       className={cn(
-                        'absolute top-0.5 h-5 w-5 rounded-full bg-white shadow transition-transform',
-                        on ? 'translate-x-5' : 'translate-x-0.5',
+                        'absolute top-0.5 left-0.5 h-5 w-5 rounded-full bg-white shadow transition-transform',
+                        on ? 'translate-x-5' : 'translate-x-0',
                       )}
                     />
                   </button>
diff --git a/web/src/pages/admin/AdminUsers.tsx b/web/src/pages/admin/AdminUsers.tsx
index e17bc90..2806dca 100644
--- a/web/src/pages/admin/AdminUsers.tsx
+++ b/web/src/pages/admin/AdminUsers.tsx
@@ -1,48 +1,331 @@
-import { useEffect, useState } from 'react'
-import { Users } from 'lucide-react'
+import { useEffect, useState, useCallback } from 'react'
+import { toast } from 'sonner'
+import { Users, Search, MessageSquare, Clock, KeyRound, Ban, CheckCircle, Loader2 } from 'lucide-react'
 import { PageLayout } from '@/components/common/PageLayout'
 import { EmptyState } from '@/components/common/EmptyState'
 import { LoadingState } from '@/components/common/LoadingState'
+import { ErrorState } from '@/components/common/ErrorState'
 import { Card, CardContent } from '@/components/ui/card'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { Input } from '@/components/ui/input'
+import { Label } from '@/components/ui/label'
+import {
+  Dialog, DialogContent, DialogHeader, DialogTitle, DialogDescription, DialogFooter,
+} from '@/components/ui/dialog'
 import { api } from '@/lib/api'
+import { cn } from '@/lib/utils'
+
+/** 用户列表项(含统计) */
+interface AdminUser {
+  id: number
+  phone: string
+  name: string
+  status: string
+  created_at: string
+  message_count: number
+  last_active: string | null
+  last_scene: string | null
+}
+
+/** 场景中文映射 */
+const SCENE_LABELS: Record<string, string> = {
+  legal: '法务参谋',
+  decision: '经营决策',
+  life: '生活助理',
+  emotion: '情绪中心',
+}
+
+/** 格式化时间 */
+function formatTime(dt: string | null): string {
+  if (!dt) return '从未使用'
+  return new Date(dt).toLocaleString('zh-CN', {
+    month: '2-digit', day: '2-digit', hour: '2-digit', minute: '2-digit',
+  })
+}
 
-/** 管理后台 - 用户管理:列出所有注册用户 */
 export function AdminUsers() {
-  const [users, setUsers] = useState<Array<{ id: number; phone: string; name: string; created_at: string }>>([])
+  const [users, setUsers] = useState<AdminUser[]>([])
   const [loading, setLoading] = useState(true)
+  const [error, setError] = useState<string | null>(null)
+  const [search, setSearch] = useState('')
+  const [searching, setSearching] = useState(false)
 
-  useEffect(() => {
-    api.adminListUsers()
-      .then(res => setUsers(res.results))
-      .catch(() => {})
-      .finally(() => setLoading(false))
+  // 重置密码弹窗
+  const [resetTarget, setResetTarget] = useState<AdminUser | null>(null)
+  const [newPassword, setNewPassword] = useState('')
+  const [resetting, setResetting] = useState(false)
+
+  // 状态切换弹窗
+  const [statusTarget, setStatusTarget] = useState<AdminUser | null>(null)
+  const [statusUpdating, setStatusUpdating] = useState(false)
+
+  const load = useCallback(async (q?: string) => {
+    setLoading(true)
+    setError(null)
+    try {
+      const res = await api.adminListUsers(q)
+      setUsers(res.results as AdminUser[])
+    } catch (e) {
+      setError(e instanceof Error ? e.message : '加载失败')
+    } finally {
+      setLoading(false)
+      setSearching(false)
+    }
   }, [])
 
-  if (loading) {
-    return (
-      <PageLayout title="用户管理" description="平台注册用户列表">
-        <LoadingState />
-      </PageLayout>
-    )
+  useEffect(() => { load() }, [load])
+
+  /** 搜索(防抖) */
+  useEffect(() => {
+    if (search === undefined) return
+    const timer = setTimeout(() => {
+      if (search !== '') {
+        setSearching(true)
+        load(search)
+      } else {
+        load()
+      }
+    }, 400)
+    return () => clearTimeout(timer)
+  }, [search]) // eslint-disable-line react-hooks/exhaustive-deps
+
+  /** 确认重置密码 */
+  const handleResetPassword = async () => {
+    if (!resetTarget || !newPassword.trim()) return
+    if (newPassword.length < 6) {
+      toast.error('密码至少 6 位')
+      return
+    }
+    setResetting(true)
+    try {
+      await api.adminResetPassword(resetTarget.id, newPassword)
+      toast.success(`已重置 ${resetTarget.name || resetTarget.phone} 的密码`)
+      setResetTarget(null)
+      setNewPassword('')
+      load(search || undefined)
+    } catch (e) {
+      toast.error(e instanceof Error ? e.message : '重置失败')
+    } finally {
+      setResetting(false)
+    }
   }
 
+  /** 确认激活/停用 */
+  const handleToggleStatus = async () => {
+    if (!statusTarget) return
+    const newStatus = statusTarget.status === 'active' ? 'inactive' : 'active'
+    setStatusUpdating(true)
+    try {
+      await api.adminUpdateUserStatus(statusTarget.id, newStatus)
+      toast.success(`已${newStatus === 'active' ? '激活' : '停用'} ${statusTarget.name || statusTarget.phone}`)
+      setStatusTarget(null)
+      load(search || undefined)
+    } catch (e) {
+      toast.error(e instanceof Error ? e.message : '操作失败')
+    } finally {
+      setStatusUpdating(false)
+    }
+  }
+
+  /** 统计概览 */
+  const totalUsers = users.length
+  const activeUsers = users.filter(u => u.status === 'active' && u.message_count > 0).length
+  const inactiveUsers = users.filter(u => u.status === 'inactive').length
+  const totalMessages = users.reduce((sum, u) => sum + u.message_count, 0)
+
   return (
-    <PageLayout title="用户管理" description="平台注册用户列表">
-      {users.length === 0 ? (
-        <EmptyState title="暂无用户" icon={<Users className="h-8 w-8" />} />
+    <PageLayout
+      title="用户管理"
+      description="平台注册用户列表,含对话统计、活跃度和账号管理"
+      actions={
+        <div className="relative">
+          <Search className="absolute left-2.5 top-1/2 h-3.5 w-3.5 -translate-y-1/2 text-muted-foreground" />
+          <Input
+            value={search}
+            onChange={(e) => setSearch(e.target.value)}
+            placeholder="搜索手机号或昵称..."
+            className="h-8 w-48 pl-8 text-xs"
+          />
+        </div>
+      }
+    >
+      {/* 统计概览 */}
+      <div className="mb-4 grid grid-cols-4 gap-3">
+        <Card>
+          <CardContent className="p-3">
+            <p className="text-xs text-muted-foreground">总用户数</p>
+            <p className="mt-1 text-xl font-semibold">{totalUsers}</p>
+          </CardContent>
+        </Card>
+        <Card>
+          <CardContent className="p-3">
+            <p className="text-xs text-muted-foreground">活跃用户</p>
+            <p className="mt-1 text-xl font-semibold text-emerald-600">{activeUsers}</p>
+          </CardContent>
+        </Card>
+        <Card>
+          <CardContent className="p-3">
+            <p className="text-xs text-muted-foreground">已停用</p>
+            <p className="mt-1 text-xl font-semibold text-rose-600">{inactiveUsers}</p>
+          </CardContent>
+        </Card>
+        <Card>
+          <CardContent className="p-3">
+            <p className="text-xs text-muted-foreground">总对话数</p>
+            <p className="mt-1 text-xl font-semibold">{totalMessages}</p>
+          </CardContent>
+        </Card>
+      </div>
+
+      {loading ? (
+        <LoadingState label={searching ? '搜索中...' : '加载用户...'} />
+      ) : error ? (
+        <ErrorState message={error} onRetry={() => load(search || undefined)} />
+      ) : users.length === 0 ? (
+        <EmptyState
+          title={search ? '未找到匹配用户' : '暂无用户'}
+          description={search ? '尝试其他关键词' : '注册用户将显示在这里'}
+          icon={<Users className="h-8 w-8" />}
+        />
       ) : (
         <div className="space-y-2">
           {users.map((u) => (
-            <Card key={u.id}><CardContent className="flex items-center justify-between py-3">
-              <div>
-                <p className="text-sm font-medium">{u.name || '未设置昵称'}</p>
-                <p className="text-xs text-muted-foreground">{u.phone}</p>
-              </div>
-              <p className="text-xs text-muted-foreground">注册:{u.created_at}</p>
-            </CardContent></Card>
+            <Card key={u.id} className={u.status === 'inactive' ? 'opacity-60' : ''}>
+              <CardContent className="p-4">
+                <div className="flex items-center gap-3">
+                  {/* 头像占位 */}
+                  <div className={cn(
+                    'flex h-10 w-10 shrink-0 items-center justify-center rounded-full text-sm font-medium',
+                    u.status === 'inactive'
+                      ? 'bg-muted text-muted-foreground'
+                      : u.message_count > 0
+                        ? 'bg-primary/10 text-primary'
+                        : 'bg-muted text-muted-foreground',
+                  )}>
+                    {(u.name || u.phone.slice(-2)).slice(0, 2)}
+                  </div>
+                  <div className="min-w-0 flex-1">
+                    <div className="flex items-center gap-2">
+                      <p className="truncate text-sm font-medium">{u.name || '未设置昵称'}</p>
+                      <span className="truncate text-xs text-muted-foreground">{u.phone}</span>
+                    </div>
+                    <div className="mt-1 flex flex-wrap items-center gap-3 text-xs text-muted-foreground">
+                      <span className="flex items-center gap-1">
+                        <MessageSquare className="h-3 w-3" />
+                        {u.message_count} 条对话
+                      </span>
+                      <span className="flex items-center gap-1">
+                        <Clock className="h-3 w-3" />
+                        {formatTime(u.last_active)}
+                      </span>
+                      {u.last_scene && (
+                        <Badge variant="secondary" className="text-[10px]">
+                          {SCENE_LABELS[u.last_scene] || u.last_scene}
+                        </Badge>
+                      )}
+                      <span>注册:{formatTime(u.created_at)}</span>
+                    </div>
+                  </div>
+                  {/* 状态 Badge */}
+                  <Badge
+                    variant={u.status === 'active' ? 'default' : 'destructive'}
+                    className="shrink-0 text-xs"
+                  >
+                    {u.status === 'active' ? '正常' : '已停用'}
+                  </Badge>
+                </div>
+                {/* 操作按钮 */}
+                <div className="mt-3 flex flex-wrap gap-2 border-t pt-3">
+                  <Button
+                    size="sm"
+                    variant="outline"
+                    onClick={() => { setResetTarget(u); setNewPassword('') }}
+                  >
+                    <KeyRound className="h-3.5 w-3.5" /> 重置密码
+                  </Button>
+                  {u.status === 'active' ? (
+                    <Button
+                      size="sm"
+                      variant="outline"
+                      className="text-rose-600 hover:bg-rose-50"
+                      onClick={() => setStatusTarget(u)}
+                    >
+                      <Ban className="h-3.5 w-3.5" /> 停用账号
+                    </Button>
+                  ) : (
+                    <Button
+                      size="sm"
+                      variant="outline"
+                      className="text-emerald-600 hover:bg-emerald-50"
+                      onClick={() => setStatusTarget(u)}
+                    >
+                      <CheckCircle className="h-3.5 w-3.5" /> 激活账号
+                    </Button>
+                  )}
+                </div>
+              </CardContent>
+            </Card>
           ))}
         </div>
       )}
+
+      {/* 重置密码弹窗 */}
+      <Dialog open={!!resetTarget} onOpenChange={(o) => !o && setResetTarget(null)}>
+        <DialogContent className="max-w-sm">
+          <DialogHeader>
+            <DialogTitle>重置密码</DialogTitle>
+            <DialogDescription>
+              为用户「{resetTarget?.name || resetTarget?.phone}」设置新密码,用户需用新密码登录。
+            </DialogDescription>
+          </DialogHeader>
+          <div className="space-y-2">
+            <Label htmlFor="new-password">新密码(至少 6 位)</Label>
+            <Input
+              id="new-password"
+              type="password"
+              value={newPassword}
+              onChange={(e) => setNewPassword(e.target.value)}
+              placeholder="输入新密码..."
+            />
+          </div>
+          <DialogFooter>
+            <Button variant="outline" onClick={() => setResetTarget(null)}>取消</Button>
+            <Button onClick={handleResetPassword} disabled={resetting || newPassword.length < 6}>
+              {resetting ? <Loader2 className="h-3.5 w-3.5 animate-spin" /> : <KeyRound className="h-3.5 w-3.5" />}
+              确认重置
+            </Button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
+
+      {/* 激活/停用确认弹窗 */}
+      <Dialog open={!!statusTarget} onOpenChange={(o) => !o && setStatusTarget(null)}>
+        <DialogContent className="max-w-sm">
+          <DialogHeader>
+            <DialogTitle>
+              {statusTarget?.status === 'active' ? '停用账号' : '激活账号'}
+            </DialogTitle>
+            <DialogDescription>
+              {statusTarget?.status === 'active'
+                ? `确认停用用户「${statusTarget?.name || statusTarget?.phone}」?停用后该用户将无法登录。`
+                : `确认激活用户「${statusTarget?.name || statusTarget?.phone}」?激活后该用户可正常登录。`
+              }
+            </DialogDescription>
+          </DialogHeader>
+          <DialogFooter>
+            <Button variant="outline" onClick={() => setStatusTarget(null)}>再想想</Button>
+            <Button
+              variant={statusTarget?.status === 'active' ? 'destructive' : 'default'}
+              onClick={handleToggleStatus}
+              disabled={statusUpdating}
+            >
+              {statusUpdating ? <Loader2 className="h-3.5 w-3.5 animate-spin" /> : null}
+              确认{statusTarget?.status === 'active' ? '停用' : '激活'}
+            </Button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
     </PageLayout>
   )
 }
diff --git a/web/src/types/index.ts b/web/src/types/index.ts
index ab77e92..1789294 100644
--- a/web/src/types/index.ts
+++ b/web/src/types/index.ts
@@ -138,6 +138,8 @@ export interface HistorySession {
   first_message_at: string | null
   last_message_at: string | null
   scene: string | null
+  /** AI 建议标题(取自首条用户消息) */
+  title?: string
 }
 
 /** 对话历史消息(含风险卡和元数据) */
@@ -158,6 +160,11 @@ export interface HistoryMessage {
     inference_location?: string
     model?: string
     fallback_used?: boolean
+    rag_context?: Array<{
+      title: string
+      doc_type?: string
+      region?: string | null
+    }>
   }
   created_at: string | null
 }