feat: AI 审核自动驳回 + 功效词可配置 + UI 修复

- AI 自动驳回：法规/品牌安全 HIGH 违规或总分<40 自动打回上传阶段
- 功效词可配置：从硬编码改为品牌方在规则页面自行管理
- 驳回通知：AI 驳回时只通知达人，含具体原因
- 达人端：脚本/视频页面展示 AI 驳回原因 + 重新上传入口
- 规则页面：新增"功效词"分类
- 种子数据：新增 6 条默认功效词
- 其他：代理商管理下拉修复、AI 配置模型列表扩展、视觉模型标签修正、规则编辑放开限制

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

backend/app/api/scripts.py

@@ -38,8 +38,8 @@ router = APIRouter(prefix="/scripts", tags=["scripts"])
 # 内置违禁词库（广告极限词）
 ABSOLUTE_WORDS = ["最好", "第一", "最佳", "绝对", "100%"]
 
-# 功效词库（医疗/功效宣称）
+# 默认功效词库（品牌方未配置时的兜底）
-EFFICACY_WORDS = ["根治", "治愈", "治疗", "药效", "疗效", "特效"]
+DEFAULT_EFFICACY_WORDS = ["根治", "治愈", "治疗", "药效", "疗效", "特效"]
 
 # 广告语境关键词（用于判断是否为广告场景）
 AD_CONTEXT_KEYWORDS = ["产品", "购买", "销量", "品质", "推荐", "价格", "优惠", "促销"]
@@ -282,7 +282,12 @@ async def review_script(
 
     # 获取品牌方配置的所有规则数据
     whitelist = await get_whitelist_for_brand(x_tenant_id, request.brand_id, db)
-    tenant_forbidden_words = await get_forbidden_words_for_tenant(x_tenant_id, db)
+    all_tenant_words = await get_forbidden_words_for_tenant(x_tenant_id, db)
+    # 分离功效词和普通违禁词
+    efficacy_words = [w["word"] for w in all_tenant_words if w.get("category") == "功效词"]
+    if not efficacy_words:
+        efficacy_words = list(DEFAULT_EFFICACY_WORDS)
+    tenant_forbidden_words = [w for w in all_tenant_words if w.get("category") != "功效词"]
     competitors = await get_competitors_for_brand(x_tenant_id, request.brand_id, db)
     db_platform_rules = await get_active_platform_rules(
         x_tenant_id, request.brand_id, request.platform.value, db,
@@ -310,8 +315,8 @@ async def review_script(
             ))
             start = pos + 1
 
-    # 1b. 功效词检测
+    # 1b. 功效词检测（从品牌方配置加载，未配置则用默认列表）
-    for word in EFFICACY_WORDS:
+    for word in efficacy_words:
         if word in whitelist:
             continue
         start = 0
@@ -372,7 +377,7 @@ async def review_script(
             start = pos + 1
 
     # ===== Step 2: 平台规则检测 (platform) =====
-    already_checked = set(ABSOLUTE_WORDS + [w["word"] for w in tenant_forbidden_words])
+    already_checked = set(ABSOLUTE_WORDS + efficacy_words + [w["word"] for w in tenant_forbidden_words])
     platform_forbidden_words: list[str] = []
     platform_restricted_words: list[dict] = []
     platform_content_requirements: list[str] = []

backend/app/api/tasks.py

@@ -132,53 +132,80 @@ async def _run_script_ai_review(task_id: str, tenant_id: str):
             )
             await db.commit()
 
-            logger.info(f"任务 {task_id} AI 审核完成，得分: {result.score}")
+            ai_auto_rejected = task.script_ai_result and task.script_ai_result.get("ai_auto_rejected")
+            logger.info(f"任务 {task_id} AI 审核完成，得分: {result.score}，自动驳回: {ai_auto_rejected}")
 
-            # SSE 通知达人和代理商
+            if ai_auto_rejected:
-            try:
+                # AI 自动驳回：只通知达人
-                user_ids = []
+                try:
-                creator_result = await db.execute(
+                    creator_result = await db.execute(
-                    select(Creator).where(Creator.id == task.creator_id)
+                        select(Creator).where(Creator.id == task.creator_id)
-                )
-                creator_obj = creator_result.scalar_one_or_none()
-                if creator_obj:
-                    user_ids.append(creator_obj.user_id)
-
-                agency_result = await db.execute(
-                    select(Agency).where(Agency.id == task.agency_id)
-                )
-                agency_obj = agency_result.scalar_one_or_none()
-                if agency_obj:
-                    user_ids.append(agency_obj.user_id)
-
-                if user_ids:
-                    await notify_task_updated(
-                        task_id=task.id,
-                        user_ids=user_ids,
-                        data={"action": "ai_review_completed", "stage": task.stage.value, "score": result.score},
                     )
-            except Exception:
+                    creator_obj = creator_result.scalar_one_or_none()
-                pass
+                    if creator_obj:
-
+                        reject_reason = task.script_ai_result.get("ai_reject_reason", "")
-            # 创建消息通知代理商
+                        await notify_task_updated(
-            try:
+                            task_id=task.id,
-                ag_result = await db.execute(
+                            user_ids=[creator_obj.user_id],
-                    select(Agency).where(Agency.id == task.agency_id)
+                            data={"action": "ai_auto_rejected", "stage": task.stage.value, "score": result.score},
-                )
+                        )
-                ag_obj = ag_result.scalar_one_or_none()
+                        await create_message(
-                if ag_obj:
+                            db=db,
-                    await create_message(
+                            user_id=creator_obj.user_id,
-                        db=db,
+                            type="task",
-                        user_id=ag_obj.user_id,
+                            title="脚本未通过 AI 审核",
-                        type="task",
+                            content=f"任务「{task.name}」未通过 AI 审核（{result.score} 分），原因：{reject_reason}。请修改后重新上传。",
-                        title="脚本 AI 审核完成",
+                            related_task_id=task.id,
-                        content=f"任务「{task.name}」AI 审核完成，综合得分 {result.score} 分，请审核。",
+                            sender_name="系统",
-                        related_task_id=task.id,
+                        )
-                        sender_name="系统",
+                        await db.commit()
+                except Exception:
+                    pass
+            else:
+                # 正常通过：SSE 通知达人和代理商 + 消息通知代理商
+                try:
+                    user_ids = []
+                    creator_result = await db.execute(
+                        select(Creator).where(Creator.id == task.creator_id)
                     )
-                    await db.commit()
+                    creator_obj = creator_result.scalar_one_or_none()
-            except Exception:
+                    if creator_obj:
-                pass
+                        user_ids.append(creator_obj.user_id)
+
+                    agency_result = await db.execute(
+                        select(Agency).where(Agency.id == task.agency_id)
+                    )
+                    agency_obj = agency_result.scalar_one_or_none()
+                    if agency_obj:
+                        user_ids.append(agency_obj.user_id)
+
+                    if user_ids:
+                        await notify_task_updated(
+                            task_id=task.id,
+                            user_ids=user_ids,
+                            data={"action": "ai_review_completed", "stage": task.stage.value, "score": result.score},
+                        )
+                except Exception:
+                    pass
+
+                try:
+                    ag_result = await db.execute(
+                        select(Agency).where(Agency.id == task.agency_id)
+                    )
+                    ag_obj = ag_result.scalar_one_or_none()
+                    if ag_obj:
+                        await create_message(
+                            db=db,
+                            user_id=ag_obj.user_id,
+                            type="task",
+                            title="脚本 AI 审核完成",
+                            content=f"任务「{task.name}」AI 审核完成，综合得分 {result.score} 分，请审核。",
+                            related_task_id=task.id,
+                            sender_name="系统",
+                        )
+                        await db.commit()
+                except Exception:
+                    pass
 
             # AI 未配置时通知品牌方
             if not result.ai_available:
@@ -307,53 +334,80 @@ async def _run_video_ai_review(task_id: str, tenant_id: str):
             )
             await db.commit()
 
-            logger.info(f"任务 {task_id} 视频 AI 审核完成，得分: {video_score}")
+            ai_auto_rejected = task.video_ai_result and task.video_ai_result.get("ai_auto_rejected")
+            logger.info(f"任务 {task_id} 视频 AI 审核完成，得分: {video_score}，自动驳回: {ai_auto_rejected}")
 
-            # SSE 通知
+            if ai_auto_rejected:
-            try:
+                # AI 自动驳回：只通知达人
-                user_ids = []
+                try:
-                creator_result = await db.execute(
+                    creator_result = await db.execute(
-                    select(Creator).where(Creator.id == task.creator_id)
+                        select(Creator).where(Creator.id == task.creator_id)
-                )
-                creator_obj = creator_result.scalar_one_or_none()
-                if creator_obj:
-                    user_ids.append(creator_obj.user_id)
-
-                agency_result = await db.execute(
-                    select(Agency).where(Agency.id == task.agency_id)
-                )
-                agency_obj = agency_result.scalar_one_or_none()
-                if agency_obj:
-                    user_ids.append(agency_obj.user_id)
-
-                if user_ids:
-                    await notify_task_updated(
-                        task_id=task.id,
-                        user_ids=user_ids,
-                        data={"action": "ai_review_completed", "stage": task.stage.value, "score": video_score},
                     )
-            except Exception:
+                    creator_obj = creator_result.scalar_one_or_none()
-                pass
+                    if creator_obj:
-
+                        reject_reason = task.video_ai_result.get("ai_reject_reason", "")
-            # 创建消息通知代理商
+                        await notify_task_updated(
-            try:
+                            task_id=task.id,
-                ag_result = await db.execute(
+                            user_ids=[creator_obj.user_id],
-                    select(Agency).where(Agency.id == task.agency_id)
+                            data={"action": "ai_auto_rejected", "stage": task.stage.value, "score": video_score},
-                )
+                        )
-                ag_obj = ag_result.scalar_one_or_none()
+                        await create_message(
-                if ag_obj:
+                            db=db,
-                    await create_message(
+                            user_id=creator_obj.user_id,
-                        db=db,
+                            type="task",
-                        user_id=ag_obj.user_id,
+                            title="视频未通过 AI 审核",
-                        type="task",
+                            content=f"任务「{task.name}」视频未通过 AI 审核（{video_score} 分），原因：{reject_reason}。请修改后重新上传。",
-                        title="视频 AI 审核完成",
+                            related_task_id=task.id,
-                        content=f"任务「{task.name}」视频 AI 审核完成，得分 {video_score} 分，请审核。",
+                            sender_name="系统",
-                        related_task_id=task.id,
+                        )
-                        sender_name="系统",
+                        await db.commit()
+                except Exception:
+                    pass
+            else:
+                # 正常通过：SSE 通知达人和代理商 + 消息通知代理商
+                try:
+                    user_ids = []
+                    creator_result = await db.execute(
+                        select(Creator).where(Creator.id == task.creator_id)
                     )
-                    await db.commit()
+                    creator_obj = creator_result.scalar_one_or_none()
-            except Exception:
+                    if creator_obj:
-                pass
+                        user_ids.append(creator_obj.user_id)
+
+                    agency_result = await db.execute(
+                        select(Agency).where(Agency.id == task.agency_id)
+                    )
+                    agency_obj = agency_result.scalar_one_or_none()
+                    if agency_obj:
+                        user_ids.append(agency_obj.user_id)
+
+                    if user_ids:
+                        await notify_task_updated(
+                            task_id=task.id,
+                            user_ids=user_ids,
+                            data={"action": "ai_review_completed", "stage": task.stage.value, "score": video_score},
+                        )
+                except Exception:
+                    pass
+
+                try:
+                    ag_result = await db.execute(
+                        select(Agency).where(Agency.id == task.agency_id)
+                    )
+                    ag_obj = ag_result.scalar_one_or_none()
+                    if ag_obj:
+                        await create_message(
+                            db=db,
+                            user_id=ag_obj.user_id,
+                            type="task",
+                            title="视频 AI 审核完成",
+                            content=f"任务「{task.name}」视频 AI 审核完成，得分 {video_score} 分，请审核。",
+                            related_task_id=task.id,
+                            sender_name="系统",
+                        )
+                        await db.commit()
+                except Exception:
+                    pass
 
             # AI 未配置时通知品牌方
             if not result.ai_available:

backend/app/services/task_service.py

@@ -195,6 +195,42 @@ async def upload_video(
     return task
 
 
+AI_AUTO_REJECT_SCORE = 40
+
+
+def _check_ai_auto_reject(score: int, result: dict) -> tuple[bool, str]:
+    """
+    判断 AI 审核结果是否应自动驳回
+
+    触发条件（任一）：
+    1. 法规合规维度存在 HIGH 级违规（违禁词/功效词）
+    2. 品牌安全维度存在 HIGH 级违规（竞品提及）
+    3. 总分 < 40
+    """
+    reasons = []
+    violations = result.get("violations", [])
+
+    # 条件1: 法规 HIGH
+    high_legal = [v for v in violations if v.get("dimension") == "legal" and v.get("severity") == "high"]
+    if high_legal:
+        words = [v.get("content", "") for v in high_legal[:5]]
+        reasons.append(f"法规违规：{', '.join(words)}")
+
+    # 条件2: 品牌安全 HIGH
+    high_brand = [v for v in violations if v.get("dimension") == "brand_safety" and v.get("severity") == "high"]
+    if high_brand:
+        words = [v.get("content", "") for v in high_brand[:5]]
+        reasons.append(f"品牌安全违规：{', '.join(words)}")
+
+    # 条件3: 总分过低
+    if score < AI_AUTO_REJECT_SCORE:
+        reasons.append(f"综合评分 {score} 分，低于合格线 {AI_AUTO_REJECT_SCORE} 分")
+
+    if reasons:
+        return True, "；".join(reasons)
+    return False, ""
+
+
 async def complete_ai_review(
     db: AsyncSession,
     task: Task,
@@ -206,9 +242,16 @@ async def complete_ai_review(
     完成 AI 审核
 
     - 更新 AI 审核结果
-    - 状态流转到代理商审核
+    - 自动驳回：法规/品牌安全 HIGH 违规或总分 < 40 → 回到上传阶段
+    - 正常：流转到代理商审核
     """
     now = datetime.now(timezone.utc)
+    auto_rejected, reject_reason = _check_ai_auto_reject(score, result)
+
+    # 将自动驳回信息写入 result，前端可据此展示
+    if auto_rejected:
+        result["ai_auto_rejected"] = True
+        result["ai_reject_reason"] = reject_reason
 
     if review_type == "script":
         if task.stage != TaskStage.SCRIPT_AI_REVIEW:
@@ -217,7 +260,11 @@ async def complete_ai_review(
         task.script_ai_score = score
         task.script_ai_result = result
         task.script_ai_reviewed_at = now
-        task.stage = TaskStage.SCRIPT_AGENCY_REVIEW
+
+        if auto_rejected:
+            task.stage = TaskStage.SCRIPT_UPLOAD
+        else:
+            task.stage = TaskStage.SCRIPT_AGENCY_REVIEW
 
     elif review_type == "video":
         if task.stage != TaskStage.VIDEO_AI_REVIEW:
@@ -226,7 +273,11 @@ async def complete_ai_review(
         task.video_ai_score = score
         task.video_ai_result = result
         task.video_ai_reviewed_at = now
-        task.stage = TaskStage.VIDEO_AGENCY_REVIEW
+
+        if auto_rejected:
+            task.stage = TaskStage.VIDEO_UPLOAD
+        else:
+            task.stage = TaskStage.VIDEO_AGENCY_REVIEW
 
     else:
         raise ValueError(f"不支持的审核类型: {review_type}")

backend/scripts/seed.py

@@ -403,10 +403,17 @@ async def seed_data() -> None:
             ForbiddenWord(id="FW100003", tenant_id=TENANT_ID, word="最好", category="绝对化用语", severity="medium"),
             ForbiddenWord(id="FW100004", tenant_id=TENANT_ID, word="第一", category="绝对化用语", severity="medium"),
             ForbiddenWord(id="FW100005", tenant_id=TENANT_ID, word="纯天然", category="虚假宣传", severity="medium"),
+            # 功效词（品牌方可自行增删）
+            ForbiddenWord(id="FW100006", tenant_id=TENANT_ID, word="根治", category="功效词", severity="high"),
+            ForbiddenWord(id="FW100007", tenant_id=TENANT_ID, word="治愈", category="功效词", severity="high"),
+            ForbiddenWord(id="FW100008", tenant_id=TENANT_ID, word="治疗", category="功效词", severity="high"),
+            ForbiddenWord(id="FW100009", tenant_id=TENANT_ID, word="药效", category="功效词", severity="high"),
+            ForbiddenWord(id="FW100010", tenant_id=TENANT_ID, word="疗效", category="功效词", severity="high"),
+            ForbiddenWord(id="FW100011", tenant_id=TENANT_ID, word="特效", category="功效词", severity="high"),
         ]
         db.add_all(forbidden_words)
         await db.flush()
-        print("  ✓ 违禁词已创建: 5 条")
+        print("  ✓ 违禁词已创建: 11 条（含 6 条功效词）")
 
         competitors = [
             Competitor(id="CP100001", tenant_id=TENANT_ID, brand_id=BRAND_ID, name="安耐晒", keywords=["安耐晒", "ANESSA", "资生堂防晒"]),

frontend/app/brand/agencies/page.tsx

@@ -1,6 +1,6 @@
 'use client'
 
-import { useState, useEffect, useCallback } from 'react'
+import { useState, useEffect, useCallback, useRef } from 'react'
 import { Card, CardContent } from '@/components/ui/Card'
 import { Button } from '@/components/ui/Button'
 import { Modal } from '@/components/ui/Modal'
@@ -69,6 +69,30 @@ export default function AgenciesManagePage() {
 
   // 操作菜单状态
   const [openMenuId, setOpenMenuId] = useState<string | null>(null)
+  const [menuPos, setMenuPos] = useState<{ top: number; left: number }>({ top: 0, left: 0 })
+  const menuRef = useRef<HTMLDivElement>(null)
+
+  const handleToggleMenu = (agencyId: string, e: React.MouseEvent<HTMLButtonElement>) => {
+    if (openMenuId === agencyId) {
+      setOpenMenuId(null)
+      return
+    }
+    const rect = e.currentTarget.getBoundingClientRect()
+    setMenuPos({ top: rect.bottom + 4, left: rect.right - 160 }) // 160 = menu width
+    setOpenMenuId(agencyId)
+  }
+
+  // 点击外部关闭菜单
+  useEffect(() => {
+    if (!openMenuId) return
+    const handleClickOutside = (e: MouseEvent) => {
+      if (menuRef.current && !menuRef.current.contains(e.target as Node)) {
+        setOpenMenuId(null)
+      }
+    }
+    document.addEventListener('mousedown', handleClickOutside)
+    return () => document.removeEventListener('mousedown', handleClickOutside)
+  }, [openMenuId])
 
   // 删除确认弹窗状态
   const [deleteModal, setDeleteModal] = useState<{ open: boolean; agency: AgencyDetail | null }>({ open: false, agency: null })
@@ -351,35 +375,13 @@ export default function AgenciesManagePage() {
                       <StatusTag forcePass={agency.force_pass_enabled} />
                     </td>
                     <td className="px-6 py-4">
-                      <div className="relative">
+                      <Button
-                        <Button
+                        variant="ghost"
-                          variant="ghost"
+                        size="sm"
-                          size="sm"
+                        onClick={(e) => handleToggleMenu(agency.id, e)}
-                          onClick={() => setOpenMenuId(openMenuId === agency.id ? null : agency.id)}
+                      >
-                        >
+                        <MoreVertical size={16} />
-                          <MoreVertical size={16} />
+                      </Button>
-                        </Button>
-                        {openMenuId === agency.id && (
-                          <div className="absolute right-0 top-full mt-1 w-40 bg-bg-card rounded-xl shadow-lg border border-border-subtle z-10 overflow-hidden">
-                            <button
-                              type="button"
-                              onClick={() => handleOpenAssign(agency)}
-                              className="w-full px-4 py-2.5 text-left text-sm text-text-primary hover:bg-bg-elevated flex items-center gap-2"
-                            >
-                              <FolderPlus size={14} className="text-text-secondary" />
-                              分配到项目
-                            </button>
-                            <button
-                              type="button"
-                              onClick={() => handleOpenDelete(agency)}
-                              className="w-full px-4 py-2.5 text-left text-sm text-accent-coral hover:bg-accent-coral/10 flex items-center gap-2"
-                            >
-                              <Trash2 size={14} />
-                              移除代理商
-                            </button>
-                          </div>
-                        )}
-                      </div>
                     </td>
                   </tr>
                 ))}
@@ -396,6 +398,38 @@ export default function AgenciesManagePage() {
         </CardContent>
       </Card>
 
+      {/* 操作菜单（fixed 定位，不受 overflow 裁剪） */}
+      {openMenuId && (
+        <div
+          ref={menuRef}
+          className="fixed w-40 bg-bg-card rounded-xl shadow-lg border border-border-subtle z-50 overflow-hidden"
+          style={{ top: menuPos.top, left: menuPos.left }}
+        >
+          <button
+            type="button"
+            onClick={() => {
+              const agency = agencies.find(a => a.id === openMenuId)
+              if (agency) handleOpenAssign(agency)
+            }}
+            className="w-full px-4 py-2.5 text-left text-sm text-text-primary hover:bg-bg-elevated flex items-center gap-2"
+          >
+            <FolderPlus size={14} className="text-text-secondary" />
+            分配到项目
+          </button>
+          <button
+            type="button"
+            onClick={() => {
+              const agency = agencies.find(a => a.id === openMenuId)
+              if (agency) handleOpenDelete(agency)
+            }}
+            className="w-full px-4 py-2.5 text-left text-sm text-accent-coral hover:bg-accent-coral/10 flex items-center gap-2"
+          >
+            <Trash2 size={14} />
+            移除代理商
+          </button>
+        </div>
+      )}
+
       {/* 邀请代理商弹窗 */}
       <Modal isOpen={showInviteModal} onClose={handleCloseInviteModal} title="邀请代理商">
         <div className="space-y-4">
@@ -539,13 +573,6 @@ export default function AgenciesManagePage() {
         </div>
       </Modal>
 
-      {/* 点击其他地方关闭菜单 */}
-      {openMenuId && (
-        <div
-          className="fixed inset-0 z-0"
-          onClick={() => setOpenMenuId(null)}
-        />
-      )}
     </div>
   )
 }

frontend/app/brand/ai-config/page.tsx

@@ -34,21 +34,67 @@ const providerOptions: { value: AIProvider | string; label: string }[] = [
   { value: 'moonshot', label: 'Moonshot' },
 ]
 
-// Mock 可用模型列表
+// 预设可用模型列表
 const mockModels: Record<string, ModelInfo[]> = {
   text: [
+    // Anthropic Claude
     { id: 'claude-opus-4-5-20251101', name: 'Claude Opus 4.5' },
+    { id: 'claude-sonnet-4-5-20250929', name: 'Claude Sonnet 4.5' },
     { id: 'claude-sonnet-4-20250514', name: 'Claude Sonnet 4' },
+    { id: 'claude-haiku-4-5-20251001', name: 'Claude Haiku 4.5' },
+    // OpenAI
     { id: 'gpt-4o', name: 'GPT-4o' },
-    { id: 'deepseek-chat', name: 'DeepSeek Chat' },
+    { id: 'gpt-4o-mini', name: 'GPT-4o Mini' },
+    { id: 'gpt-4-turbo', name: 'GPT-4 Turbo' },
+    { id: 'o1', name: 'o1' },
+    { id: 'o3-mini', name: 'o3-mini' },
+    // Google
+    { id: 'gemini-2.0-flash', name: 'Gemini 2.0 Flash' },
+    { id: 'gemini-2.0-pro', name: 'Gemini 2.0 Pro' },
+    { id: 'gemini-1.5-pro', name: 'Gemini 1.5 Pro' },
+    // DeepSeek
+    { id: 'deepseek-chat', name: 'DeepSeek V3' },
+    { id: 'deepseek-reasoner', name: 'DeepSeek R1' },
+    // 通义千问
+    { id: 'qwen-max', name: '通义千问 Max' },
+    { id: 'qwen-plus', name: '通义千问 Plus' },
+    { id: 'qwen-turbo', name: '通义千问 Turbo' },
+    // 豆包
+    { id: 'doubao-pro-256k', name: '豆包 Pro 256K' },
+    { id: 'doubao-pro-32k', name: '豆包 Pro 32K' },
+    // 智谱
+    { id: 'glm-4-plus', name: 'GLM-4 Plus' },
+    { id: 'glm-4', name: 'GLM-4' },
+    // Moonshot
+    { id: 'moonshot-v1-128k', name: 'Moonshot V1 128K' },
+    { id: 'moonshot-v1-32k', name: 'Moonshot V1 32K' },
   ],
   vision: [
+    // Anthropic Claude (原生多模态)
     { id: 'claude-opus-4-5-20251101', name: 'Claude Opus 4.5' },
+    { id: 'claude-sonnet-4-5-20250929', name: 'Claude Sonnet 4.5' },
+    { id: 'claude-sonnet-4-20250514', name: 'Claude Sonnet 4' },
+    { id: 'claude-haiku-4-5-20251001', name: 'Claude Haiku 4.5' },
+    // OpenAI
     { id: 'gpt-4o', name: 'GPT-4o' },
+    { id: 'gpt-4o-mini', name: 'GPT-4o Mini' },
+    // Google
+    { id: 'gemini-2.0-flash', name: 'Gemini 2.0 Flash' },
+    { id: 'gemini-2.0-pro', name: 'Gemini 2.0 Pro' },
+    { id: 'gemini-1.5-pro', name: 'Gemini 1.5 Pro' },
+    // 通义千问 VL
+    { id: 'qwen-vl-max', name: '通义千问 VL Max' },
+    { id: 'qwen-vl-plus', name: '通义千问 VL Plus' },
+    // 智谱
+    { id: 'glm-4v-plus', name: 'GLM-4V Plus' },
+    { id: 'glm-4v', name: 'GLM-4V' },
   ],
   audio: [
     { id: 'whisper-large-v3', name: 'Whisper Large V3' },
+    { id: 'whisper-large-v3-turbo', name: 'Whisper Large V3 Turbo' },
     { id: 'whisper-medium', name: 'Whisper Medium' },
+    { id: 'sensevoice-v1', name: 'SenseVoice V1 (阿里)' },
+    { id: 'paraformer-realtime-v2', name: 'Paraformer V2 (阿里)' },
   ],
 }
 
@@ -83,6 +129,9 @@ export default function AIConfigPage() {
   const [maxTokens, setMaxTokens] = useState(2000)
 
   const [availableModels, setAvailableModels] = useState<Record<string, ModelInfo[]>>(mockModels)
+  const [customLlmModel, setCustomLlmModel] = useState('')
+  const [customVisionModel, setCustomVisionModel] = useState('')
+  const [customAsrModel, setCustomAsrModel] = useState('')
 
   const [testResults, setTestResults] = useState<Record<string, { status: TestStatus; latency?: number; error?: string }>>({
     text: { status: 'idle' },
@@ -101,9 +150,26 @@ export default function AIConfigPage() {
       setBaseUrl(config.base_url)
       setApiKey('') // API key is masked, don't fill it
       setIsConfigured(config.is_configured)
-      setLlmModel(config.models.text)
+      const models = availableModels
-      setVisionModel(config.models.vision)
+      // 如果后端返回的模型不在预设列表中，设为自定义
-      setAsrModel(config.models.audio)
+      if (config.models.text && !(models.text || []).some(m => m.id === config.models.text)) {
+        setLlmModel('__custom__')
+        setCustomLlmModel(config.models.text)
+      } else {
+        setLlmModel(config.models.text)
+      }
+      if (config.models.vision && !(models.vision || []).some(m => m.id === config.models.vision)) {
+        setVisionModel('__custom__')
+        setCustomVisionModel(config.models.vision)
+      } else {
+        setVisionModel(config.models.vision)
+      }
+      if (config.models.audio && !(models.audio || []).some(m => m.id === config.models.audio)) {
+        setAsrModel('__custom__')
+        setCustomAsrModel(config.models.audio)
+      } else {
+        setAsrModel(config.models.audio)
+      }
       setTemperature(config.parameters.temperature)
       setMaxTokens(config.parameters.max_tokens)
       if (config.available_models && Object.keys(config.available_models).length > 0) {
@@ -126,6 +192,10 @@ export default function AIConfigPage() {
 
   useEffect(() => { loadConfig() }, [loadConfig])
 
+  // 获取实际使用的模型 ID（自定义时用输入值）
+  const getActualModel = (selected: string, custom: string) =>
+    selected === '__custom__' ? custom : selected
+
   const handleTestConnection = async () => {
     setTestResults({
       text: { status: 'testing' },
@@ -148,7 +218,7 @@ export default function AIConfigPage() {
         provider: provider as AIProvider,
         base_url: baseUrl,
         api_key: apiKey || '***', // use existing key if not changed
-        models: { text: llmModel, vision: visionModel, audio: asrModel },
+        models: { text: getActualModel(llmModel, customLlmModel), vision: getActualModel(visionModel, customVisionModel), audio: getActualModel(asrModel, customAsrModel) },
       })
       const newResults: Record<string, { status: TestStatus; latency?: number; error?: string }> = {}
       for (const [key, r] of Object.entries(result.results)) {
@@ -184,7 +254,7 @@ export default function AIConfigPage() {
           provider: provider as AIProvider,
           base_url: baseUrl,
           api_key: apiKey || '***',
-          models: { text: llmModel, vision: visionModel, audio: asrModel },
+          models: { text: getActualModel(llmModel, customLlmModel), vision: getActualModel(visionModel, customVisionModel), audio: getActualModel(asrModel, customAsrModel) },
           parameters: { temperature, max_tokens: maxTokens },
         })
       }
@@ -304,32 +374,52 @@ export default function AIConfigPage() {
             <select
               className="w-full px-3 py-2 border border-border-subtle rounded-lg focus:outline-none focus:ring-2 focus:ring-accent-indigo bg-bg-card text-text-primary"
               value={llmModel}
-              onChange={(e) => setLlmModel(e.target.value)}
+              onChange={(e) => { setLlmModel(e.target.value); if (e.target.value !== '__custom__') setCustomLlmModel('') }}
             >
               {(availableModels.text || []).map(model => (
-                <option key={model.id} value={model.id}>{model.name}</option>
+                <option key={model.id} value={model.id}>{model.name} ({model.id})</option>
               ))}
+              <option value="__custom__">自定义模型...</option>
             </select>
-            <p className="text-xs text-text-tertiary mt-2">用于 Brief 解析、语义分析、报告生成</p>
+            {llmModel === '__custom__' && (
+              <input
+                type="text"
+                className="w-full mt-2 px-3 py-2 border border-border-subtle rounded-lg focus:outline-none focus:ring-2 focus:ring-accent-indigo bg-bg-card text-text-primary"
+                value={customLlmModel}
+                onChange={(e) => setCustomLlmModel(e.target.value)}
+                placeholder="输入模型 ID，如 deepseek-chat"
+              />
+            )}
+            <p className="text-xs text-text-tertiary mt-2">用于 Brief 解析、脚本语义审核、卖点匹配分析</p>
           </div>
 
-          {/* 视频分析模型 */}
+          {/* 视觉理解模型 */}
           <div className="p-4 bg-bg-elevated rounded-lg">
             <div className="flex items-center gap-2 mb-3">
               <Eye size={16} className="text-accent-green" />
-              <span className="font-medium text-text-primary">视频分析模型 (Vision)</span>
+              <span className="font-medium text-text-primary">视觉理解模型 (Vision)</span>
               {getTestStatusIcon('vision')}
             </div>
             <select
               className="w-full px-3 py-2 border border-border-subtle rounded-lg focus:outline-none focus:ring-2 focus:ring-accent-indigo bg-bg-card text-text-primary"
               value={visionModel}
-              onChange={(e) => setVisionModel(e.target.value)}
+              onChange={(e) => { setVisionModel(e.target.value); if (e.target.value !== '__custom__') setCustomVisionModel('') }}
             >
               {(availableModels.vision || []).map(model => (
-                <option key={model.id} value={model.id}>{model.name}</option>
+                <option key={model.id} value={model.id}>{model.name} ({model.id})</option>
               ))}
+              <option value="__custom__">自定义模型...</option>
             </select>
-            <p className="text-xs text-text-tertiary mt-2">用于画面语义分析、场景/风险识别</p>
+            {visionModel === '__custom__' && (
+              <input
+                type="text"
+                className="w-full mt-2 px-3 py-2 border border-border-subtle rounded-lg focus:outline-none focus:ring-2 focus:ring-accent-indigo bg-bg-card text-text-primary"
+                value={customVisionModel}
+                onChange={(e) => setCustomVisionModel(e.target.value)}
+                placeholder="输入模型 ID，如 gpt-4o"
+              />
+            )}
+            <p className="text-xs text-text-tertiary mt-2">用于脚本文档中的图片审核（竞品 logo、违规画面识别）及视频帧分析</p>
           </div>
 
           {/* 音频解析模型 */}
@@ -342,12 +432,22 @@ export default function AIConfigPage() {
             <select
               className="w-full px-3 py-2 border border-border-subtle rounded-lg focus:outline-none focus:ring-2 focus:ring-accent-indigo bg-bg-card text-text-primary"
               value={asrModel}
-              onChange={(e) => setAsrModel(e.target.value)}
+              onChange={(e) => { setAsrModel(e.target.value); if (e.target.value !== '__custom__') setCustomAsrModel('') }}
             >
               {(availableModels.audio || []).map(model => (
-                <option key={model.id} value={model.id}>{model.name}</option>
+                <option key={model.id} value={model.id}>{model.name} ({model.id})</option>
               ))}
+              <option value="__custom__">自定义模型...</option>
             </select>
+            {asrModel === '__custom__' && (
+              <input
+                type="text"
+                className="w-full mt-2 px-3 py-2 border border-border-subtle rounded-lg focus:outline-none focus:ring-2 focus:ring-accent-indigo bg-bg-card text-text-primary"
+                value={customAsrModel}
+                onChange={(e) => setCustomAsrModel(e.target.value)}
+                placeholder="输入模型 ID，如 whisper-large-v3"
+              />
+            )}
             <p className="text-xs text-text-tertiary mt-2">用于语音转文字、口播内容提取</p>
           </div>
         </CardContent>

frontend/app/brand/rules/page.tsx

@@ -119,6 +119,7 @@ const mockWhitelist: WhitelistResponse[] = [
 
 const categoryOptions = [
   { value: '极限词', label: '极限词' },
+  { value: '功效词', label: '功效词' },
   { value: '虚假宣称', label: '虚假宣称' },
   { value: '价格欺诈', label: '价格欺诈' },
   { value: '平台规则', label: '平台规则' },
@@ -720,9 +721,9 @@ export default function RulesPage() {
                                 type="button"
                                 onClick={() => viewRuleDetail(rule)}
                                 className="p-1.5 rounded-lg text-text-tertiary hover:text-accent-indigo hover:bg-accent-indigo/10 transition-colors"
-                                title={rule.status === 'draft' ? '确认规则' : '查看详情'}
+                                title="编辑规则"
                               >
-                                {rule.status === 'draft' ? <Edit3 size={16} /> : <Eye size={16} />}
+                                <Edit3 size={16} />
                               </button>
                               <button
                                 type="button"
@@ -1054,29 +1055,25 @@ export default function RulesPage() {
                 {editingRules.forbidden_words.map((word, i) => (
                   <span key={i} className="inline-flex items-center gap-1.5 px-2.5 py-1 rounded-lg bg-accent-coral/10 text-accent-coral text-sm border border-accent-coral/20">
                     {word}
-                    {selectedRule.status === 'draft' && (
+                    <button type="button" onClick={() => removeForbiddenWord(i)} className="hover:text-accent-coral/70">
-                      <button type="button" onClick={() => removeForbiddenWord(i)} className="hover:text-accent-coral/70">
+                      <X size={12} />
-                        <X size={12} />
+                    </button>
-                      </button>
-                    )}
                   </span>
                 ))}
               </div>
-              {selectedRule.status === 'draft' && (
+              <div className="flex gap-2">
-                <div className="flex gap-2">
+                <input
-                  <input
+                  type="text"
-                    type="text"
+                  value={editingForbiddenInput}
-                    value={editingForbiddenInput}
+                  onChange={(e) => setEditingForbiddenInput(e.target.value)}
-                    onChange={(e) => setEditingForbiddenInput(e.target.value)}
+                  onKeyDown={(e) => { if (e.key === 'Enter') { e.preventDefault(); addForbiddenWord() } }}
-                    onKeyDown={(e) => { if (e.key === 'Enter') { e.preventDefault(); addForbiddenWord() } }}
+                  placeholder="添加违禁词..."
-                    placeholder="添加违禁词..."
+                  className="flex-1 px-3 py-1.5 border border-border-subtle rounded-lg bg-bg-elevated text-text-primary text-sm focus:outline-none focus:ring-2 focus:ring-accent-indigo"
-                    className="flex-1 px-3 py-1.5 border border-border-subtle rounded-lg bg-bg-elevated text-text-primary text-sm focus:outline-none focus:ring-2 focus:ring-accent-indigo"
+                />
-                  />
+                <Button size="sm" onClick={addForbiddenWord} disabled={!editingForbiddenInput.trim()}>
-                  <Button size="sm" onClick={addForbiddenWord} disabled={!editingForbiddenInput.trim()}>
+                  添加
-                    添加
+                </Button>
-                  </Button>
+              </div>
-                </div>
-              )}
             </div>
 
             {/* 限制词 */}
@@ -1116,11 +1113,9 @@ export default function RulesPage() {
                     <div key={i} className="flex items-center gap-2 p-2.5 rounded-lg bg-bg-elevated border border-border-subtle">
                       <CheckCircle size={14} className="text-accent-green flex-shrink-0" />
                       <span className="text-sm text-text-primary flex-1">{req}</span>
-                      {selectedRule.status === 'draft' && (
+                      <button type="button" onClick={() => removeContentReq(i)} className="text-text-tertiary hover:text-accent-coral">
-                        <button type="button" onClick={() => removeContentReq(i)} className="text-text-tertiary hover:text-accent-coral">
+                        <X size={14} />
-                          <X size={14} />
+                      </button>
-                        </button>
-                      )}
                     </div>
                   ))}
                 </div>
@@ -1145,14 +1140,8 @@ export default function RulesPage() {
             {/* 操作按钮 */}
             <div className="flex gap-3 justify-end pt-2 border-t border-border-subtle">
               <Button variant="ghost" onClick={() => { setShowDetailModal(false); setSelectedRule(null); setEditingRules(null) }}>
-                {selectedRule.status === 'draft' ? '稍后确认' : '关闭'}
+                取消
               </Button>
-              {selectedRule.status === 'draft' && (
-                <Button onClick={handleConfirmRule} disabled={submitting} loading={submitting}>
-                  <CheckCircle size={16} />
-                  确认生效
-                </Button>
-              )}
               {selectedRule.status === 'active' && (
                 <Button
                   variant="secondary"
@@ -1166,6 +1155,10 @@ export default function RulesPage() {
                   重新上传
                 </Button>
               )}
+              <Button onClick={handleConfirmRule} disabled={submitting} loading={submitting}>
+                <CheckCircle size={16} />
+                {selectedRule.status === 'draft' ? '确认生效' : '保存修改'}
+              </Button>
             </div>
           </div>
         )}

frontend/app/creator/task/[id]/script/page.tsx

@@ -35,6 +35,8 @@ type ScriptTaskUI = {
   brandName: string
   scriptStatus: string
   scriptFile: string | null
+  aiAutoRejected?: boolean
+  aiRejectReason?: string
   aiResult: null | {
     score: number
     dimensions?: ReviewDimensions
@@ -56,8 +58,11 @@ type BriefUI = {
 function mapApiToScriptUI(task: TaskResponse): ScriptTaskUI {
   const stage = task.stage
   let status = 'pending_upload'
+  const aiAutoRejected = task.script_ai_result?.ai_auto_rejected === true
   switch (stage) {
-    case 'script_upload': status = 'pending_upload'; break
+    case 'script_upload':
+      status = aiAutoRejected ? 'ai_rejected' : 'pending_upload'
+      break
     case 'script_ai_review': status = 'ai_reviewing'; break
     case 'script_agency_review': status = 'agent_reviewing'; break
     case 'script_brand_review': status = 'brand_reviewing'; break
@@ -99,6 +104,8 @@ function mapApiToScriptUI(task: TaskResponse): ScriptTaskUI {
     brandName: task.project?.brand_name || '',
     scriptStatus: status,
     scriptFile: task.script_file_name || null,
+    aiAutoRejected,
+    aiRejectReason: task.script_ai_result?.ai_reject_reason,
     aiResult,
     agencyReview,
     brandReview,
@@ -596,7 +603,7 @@ export default function CreatorScriptPage() {
 
   const getStatusDisplay = () => {
     const map: Record<string, string> = {
-      pending_upload: '待上传脚本', ai_reviewing: 'AI 审核中', ai_result: 'AI 审核完成',
+      pending_upload: '待上传脚本', ai_rejected: 'AI 审核未通过', ai_reviewing: 'AI 审核中', ai_result: 'AI 审核完成',
       agent_reviewing: '代理商审核中', agent_rejected: '代理商驳回',
       brand_reviewing: '品牌方终审中', brand_passed: '审核通过', brand_rejected: '品牌方驳回',
     }
@@ -622,6 +629,23 @@ export default function CreatorScriptPage() {
       <AgencyBriefSection toast={toast} briefData={briefData} />
 
       {task.scriptStatus === 'pending_upload' && <UploadSection taskId={taskId} onUploaded={loadTask} />}
+      {task.scriptStatus === 'ai_rejected' && (
+        <>
+          <Card className="border-accent-coral/30 bg-accent-coral/5">
+            <CardContent className="py-4">
+              <div className="flex items-start gap-3">
+                <XCircle size={20} className="text-accent-coral mt-0.5 flex-shrink-0" />
+                <div>
+                  <p className="text-text-primary font-medium">AI 审核未通过，请修改后重新上传</p>
+                  {task.aiRejectReason && <p className="text-sm text-text-secondary mt-1">{task.aiRejectReason}</p>}
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+          <AIResultSection task={task} />
+          <UploadSection taskId={taskId} onUploaded={loadTask} />
+        </>
+      )}
       {task.scriptStatus === 'ai_reviewing' && <AIReviewingSection />}
       {task.scriptStatus === 'ai_result' && <><AIResultSection task={task} /><WaitingSection message="等待代理商审核" /></>}
       {task.scriptStatus === 'agent_reviewing' && <><AIResultSection task={task} /><WaitingSection message="等待代理商审核" /></>}

frontend/app/creator/task/[id]/video/page.tsx

@@ -22,6 +22,8 @@ type VideoTaskUI = {
   brandName: string
   videoStatus: string
   videoFile: string | null
+  aiAutoRejected?: boolean
+  aiRejectReason?: string
   aiResult: null | {
     score: number
     hardViolations: Array<{ type: string; content: string; timestamp: number; suggestion: string }>
@@ -36,8 +38,9 @@ type VideoTaskUI = {
 function mapApiToVideoUI(task: TaskResponse): VideoTaskUI {
   const stage = task.stage
   let status = 'pending_upload'
+  const aiAutoRejected = task.video_ai_result?.ai_auto_rejected === true
   switch (stage) {
-    case 'video_upload': status = 'pending_upload'; break
+    case 'video_upload': status = aiAutoRejected ? 'ai_rejected' : 'pending_upload'; break
     case 'video_ai_review': status = 'ai_reviewing'; break
     case 'video_agency_review': status = 'agent_reviewing'; break
     case 'video_brand_review': status = 'brand_reviewing'; break
@@ -80,6 +83,8 @@ function mapApiToVideoUI(task: TaskResponse): VideoTaskUI {
     brandName: task.project?.brand_name || '',
     videoStatus: status,
     videoFile: task.video_file_name || null,
+    aiAutoRejected,
+    aiRejectReason: task.video_ai_result?.ai_reject_reason,
     aiResult,
     agencyReview,
     brandReview,
@@ -371,7 +376,7 @@ export default function CreatorVideoPage() {
 
   const getStatusDisplay = () => {
     const map: Record<string, string> = {
-      pending_upload: '待上传视频', ai_reviewing: 'AI 审核中', ai_result: 'AI 审核完成',
+      pending_upload: '待上传视频', ai_rejected: 'AI 审核未通过', ai_reviewing: 'AI 审核中', ai_result: 'AI 审核完成',
       agent_reviewing: '代理商审核中', agent_rejected: '代理商驳回',
       brand_reviewing: '品牌方终审中', brand_passed: '审核通过', brand_rejected: '品牌方驳回',
     }
@@ -395,6 +400,23 @@ export default function CreatorVideoPage() {
       <Card><CardContent className="py-4"><ReviewSteps steps={getReviewSteps(task.videoStatus)} /></CardContent></Card>
 
       {task.videoStatus === 'pending_upload' && <UploadSection taskId={taskId} onUploaded={loadTask} />}
+      {task.videoStatus === 'ai_rejected' && (
+        <>
+          <Card className="border-accent-coral/30 bg-accent-coral/5">
+            <CardContent className="py-4">
+              <div className="flex items-start gap-3">
+                <XCircle size={20} className="text-accent-coral mt-0.5 flex-shrink-0" />
+                <div>
+                  <p className="text-text-primary font-medium">视频 AI 审核未通过，请修改后重新上传</p>
+                  {task.aiRejectReason && <p className="text-sm text-text-secondary mt-1">{task.aiRejectReason}</p>}
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+          <AIResultSection task={task} />
+          <UploadSection taskId={taskId} onUploaded={loadTask} />
+        </>
+      )}
       {task.videoStatus === 'ai_reviewing' && <AIReviewingSection />}
       {task.videoStatus === 'ai_result' && <><AIResultSection task={task} /><WaitingSection message="等待代理商审核" /></>}
       {task.videoStatus === 'agent_reviewing' && <><AIResultSection task={task} /><WaitingSection message="等待代理商审核" /></>}

frontend/types/task.ts

@@ -85,6 +85,9 @@ export interface AIReviewResult {
   dimensions?: ReviewDimensions
   selling_point_matches?: SellingPointMatchResult[]
   brief_match_detail?: BriefMatchDetail
+  ai_auto_rejected?: boolean
+  ai_reject_reason?: string
+  ai_available?: boolean
   violations: Array<{
     type: string
     content: string