fix: 三平台内容差异化 + admin敏感词管理表格化

- writer.py: _expand_section() 去除 <100字阈值，始终调用 LLM 平台专属扩写
- prompt_loader.py: 新增 section_expansion_zhihu/wechat/xiaohongshu 三个独立 prompt
- admin.html: 配置管理标签页 + 敏感词/清理规则子标签 + 敏感词表格化管理(编辑/删除)
- config_items.py: PUT /sensitive-words/{id} 支持更新 word/category
- compliance_checker.py: AI 套话从 DB 加载 + 人称规则修正
- initial_data.py: PlatformConfig 字数迁移 + 新种子
- 各前端页面: LLM 配置 rate_limit 字段 + 供应商列表排序

platform/backend/app/api/articles.py

@@ -161,7 +161,6 @@ def update_article_content(
         )
         db.add(article)
     article.html_content = html_content
-    article.updated_at = datetime.now()
     db.commit()
     return {"ok": True, "id": article_id}
 

platform/backend/app/api/config_items.py

@@ -100,6 +100,32 @@ DEFAULT_CONTENT_CLEAN_RULES = [
     {"rule_type": "verbosity", "pattern": r"^综上所述$", "description": "AI废话-综上所述", "sort_order": 14},
     {"rule_type": "verbosity", "pattern": r"^通过以上", "description": "AI废话-通过以上", "sort_order": 15},
     {"rule_type": "html_thinking", "pattern": r"<p[^>]*>(好的|好的，|好[的，]|我来|让我|我将|我这就)", "description": "AI思考-HTML模式", "sort_order": 16},
+    {"rule_type": "ai_telltale", "pattern": r"值得注意的是", "description": "AI套话—值得注意的是", "sort_order": 20},
+    {"rule_type": "ai_telltale", "pattern": r"首先.*其次.*最后", "description": "AI套话—首先其次最后", "sort_order": 21},
+    {"rule_type": "ai_telltale", "pattern": r"综上所述", "description": "AI套话—综上所述", "sort_order": 22},
+    {"rule_type": "ai_telltale", "pattern": r"总的来说", "description": "AI套话—总的来说", "sort_order": 23},
+    {"rule_type": "ai_telltale", "pattern": r"总而言之", "description": "AI套话—总而言之", "sort_order": 24},
+    {"rule_type": "ai_telltale", "pattern": r"无可否认", "description": "AI套话—无可否认", "sort_order": 25},
+    {"rule_type": "ai_telltale", "pattern": r"毋庸置疑", "description": "AI套话—毋庸置疑", "sort_order": 26},
+    {"rule_type": "ai_telltale", "pattern": r"众所周知", "description": "AI套话—众所周知", "sort_order": 27},
+    {"rule_type": "ai_telltale", "pattern": r"不可否认", "description": "AI套话—不可否认", "sort_order": 28},
+    {"rule_type": "ai_telltale", "pattern": r"从某种意义上", "description": "AI套话—从某种意义上", "sort_order": 29},
+    {"rule_type": "ai_telltale", "pattern": r"从某种程度上", "description": "AI套话—从某种程度上", "sort_order": 30},
+    {"rule_type": "ai_telltale", "pattern": r"在一定程度上", "description": "AI套话—在一定程度上", "sort_order": 31},
+    {"rule_type": "ai_telltale", "pattern": r"换而言之", "description": "AI套话—换而言之", "sort_order": 32},
+    {"rule_type": "ai_telltale", "pattern": r"换言之", "description": "AI套话—换言之", "sort_order": 33},
+    {"rule_type": "ai_telltale", "pattern": r"归根结底", "description": "AI套话—归根结底", "sort_order": 34},
+    {"rule_type": "ai_telltale", "pattern": r"说到底", "description": "AI套话—说到底", "sort_order": 35},
+    {"rule_type": "ai_telltale", "pattern": r"这为我们提供了", "description": "AI套话—这为我们提供了", "sort_order": 36},
+    {"rule_type": "ai_telltale", "pattern": r"引人深思", "description": "AI套话—引人深思", "sort_order": 37},
+    {"rule_type": "ai_telltale", "pattern": r"毫无悬念", "description": "AI套话—毫无悬念", "sort_order": 38},
+    {"rule_type": "ai_telltale", "pattern": r"不知大家", "description": "AI套话—不知大家", "sort_order": 39},
+    {"rule_type": "ai_telltale", "pattern": r"说回到", "description": "AI套话—说回到", "sort_order": 40},
+    {"rule_type": "ai_telltale", "pattern": r"如果你也", "description": "AI套话—如果你也", "sort_order": 41},
+    {"rule_type": "ai_telltale", "pattern": r"我们不难发现", "description": "AI套话—我们不难发现", "sort_order": 42},
+    {"rule_type": "ai_telltale", "pattern": r"我们可以看出", "description": "AI套话—我们可以看出", "sort_order": 43},
+    {"rule_type": "ai_telltale", "pattern": r"从以上分析可以看出", "description": "AI套话—从以上分析可以看出", "sort_order": 44},
+    {"rule_type": "ai_telltale", "pattern": r"来说说到底", "description": "AI套话—来说说到底", "sort_order": 45},
 ]
 
 class KeywordDomainMapResponse(BaseModel):
@@ -193,6 +219,14 @@ def _ensure_defaults(db: Session):
     if db.query(ContentCleanRule).count() == 0:
         for item in DEFAULT_CONTENT_CLEAN_RULES:
             db.add(ContentCleanRule(**item))
+    else:
+        # 补入缺失的 ai_telltale 规则（不覆盖已存在的内容）
+        existing_patterns = {r.pattern for r in db.query(ContentCleanRule).filter(ContentCleanRule.rule_type == 'ai_telltale').all()}
+        for item in DEFAULT_CONTENT_CLEAN_RULES:
+            if item['rule_type'] == 'ai_telltale' and item['pattern'] not in existing_patterns:
+                db.add(ContentCleanRule(**item))
+        if any(item['rule_type'] == 'ai_telltale' and item['pattern'] not in existing_patterns for item in DEFAULT_CONTENT_CLEAN_RULES):
+            db.flush()
     if db.query(TrendFieldMapping).count() == 0:
         for item in DEFAULT_TREND_FIELD_MAP:
             db.add(TrendFieldMapping(**item))
@@ -253,12 +287,12 @@ def create_sensitive_word(data: SensitiveWordCreate, db: Session = Depends(get_d
     return item
 
 @router.put("/sensitive-words/{item_id}", response_model=SensitiveWordResponse)
-def update_sensitive_word(item_id: int, enabled: bool = None, db: Session = Depends(get_db), admin_user=Depends(get_current_admin)):
+def update_sensitive_word(item_id: int, body: SensitiveWordCreate, db: Session = Depends(get_db), admin_user=Depends(get_current_admin)):
     item = db.query(SensitiveWord).filter(SensitiveWord.id == item_id).first()
     if not item:
         raise HTTPException(status_code=404, detail="未找到")
-    if enabled is not None:
-        item.is_active = enabled
+    item.word = body.word
+    item.category = body.category
     db.commit()
     db.refresh(item)
     return item

platform/backend/app/api/topics.py

@@ -304,10 +304,17 @@ def batch_update_status(
     of = org_filter(current_user, Topic)
     if of is not True:
         q = q.filter(of)
-    updated = q.update(
-        {Topic.status: status, Topic.updated_at: datetime.now()},
-        synchronize_session=False
-    )
+    now = datetime.now()
+    update_dict = {Topic.status: status, Topic.updated_at: now}
+    if status in ('review', '待审查'):
+        update_dict[Topic.generated_at] = now
+        update_dict[Topic.reviewed_at] = now
+    elif status in ('ready', '待发布'):
+        update_dict[Topic.ready_at] = now.date()
+        update_dict[Topic.reviewed_at] = now
+    elif status in ('published', '已发布'):
+        update_dict[Topic.published_at] = now.date()
+    updated = q.update(update_dict, synchronize_session=False)
     db.commit()
     return {"ok": True, "updated": updated}