feat: 昨日快照API与前端卡片；注册orgs路由；多项优化

- backend(financial): 新增 /china/{ts_code}/snapshot API，返回昨日交易日的收盘价/市值/PE/PB/股息率等

- backend(schemas): 新增 TodaySnapshotResponse

- backend(main): 注册 orgs 路由 /api/v1/orgs

- backend(providers:finnhub): 归一化财报字段并计算 gross_margin/net_margin/ROA/ROE

- backend(providers:tushare): 股东户数报告期与财报期对齐

- backend(routers/financial): years 默认改为 10（最大 10）

- config: analysis-config.json 切换到 qwen-flash-2025-07-28

- frontend(report/[symbol]): 新增“昨日快照”卡片、限制展示期数为10、优化增长与阈值高亮、修正类名与标题处理

- frontend(reports/[id]): 统一 period 变量与计算，修正表格 key

- frontend(hooks): 新增 useChinaSnapshot 钩子与类型

- scripts: dev.sh 增加调试输出

backend/app/data_providers/finnhub.py

@@ -102,7 +102,38 @@ class FinnhubProvider(BaseDataProvider):
                 # e.g. 'AssetsTotal' -> 'total_assets'
                 # This is a complex task and depends on the desired final schema.
                 
-                return all_reports
+                # We will now normalize and calculate derived metrics
+                normalized_reports = []
+                for report in all_reports:
+                    normalized_report = {
+                        "ts_code": report.get("ts_code"),
+                        "end_date": report.get("end_date"),
+                        # Balance Sheet
+                        "total_assets": report.get("AssetsTotal"),
+                        "total_liabilities": report.get("LiabilitiesTotal"),
+                        "equity": report.get("StockholdersEquityTotal"),
+                        # Income Statement
+                        "revenue": report.get("RevenuesTotal"),
+                        "net_income": report.get("NetIncomeLoss"),
+                        "gross_profit": report.get("GrossProfit"),
+                        # Cash Flow
+                        "net_cash_flow_operating": report.get("NetCashFlowOperating"),
+                    }
+
+                    # Calculate derived metrics
+                    if normalized_report["revenue"] and normalized_report["revenue"] > 0:
+                        normalized_report["gross_margin"] = (normalized_report["gross_profit"] / normalized_report["revenue"]) if normalized_report["gross_profit"] else None
+                        normalized_report["net_margin"] = (normalized_report["net_income"] / normalized_report["revenue"]) if normalized_report["net_income"] else None
+                    
+                    if normalized_report["total_assets"] and normalized_report["total_assets"] > 0:
+                        normalized_report["roa"] = (normalized_report["net_income"] / normalized_report["total_assets"]) if normalized_report["net_income"] else None
+
+                    if normalized_report["equity"] and normalized_report["equity"] > 0:
+                        normalized_report["roe"] = (normalized_report["net_income"] / normalized_report["equity"]) if normalized_report["net_income"] else None
+                    
+                    normalized_reports.append(normalized_report)
+
+                return normalized_reports
 
             except Exception as e:
                 logger.error(f"Finnhub get_financial_statements failed for {stock_code}: {e}")

backend/app/data_providers/tushare.py

@@ -669,29 +669,10 @@ class TushareProvider(BaseDataProvider):
                             "latest_ann_date": ann_date
                         }
 
-            # 筛选报告期：只取今年的最后一个报告期和往年的所有年报（12月31日）
+            # 使用与财务报表相同的报告期筛选逻辑
-            holder_available_dates = sorted(holder_by_period.keys(), reverse=True)
+            # 股东户数应该与财务报表的报告期时间点对应
-
-            holder_wanted_dates = []
-
-            # 今年的最新报告期
-            latest_current_year_holder = None
-            for d in holder_available_dates:
-                if d.startswith(current_year):
-                    latest_current_year_holder = d
-                    break
-            if latest_current_year_holder:
-                holder_wanted_dates.append(latest_current_year_holder)
-
-            # 往年的所有年报（12月31日）
-            previous_years_holder_reports = [
-                d for d in holder_available_dates if d.endswith("1231") and not d.startswith(current_year)
-            ]
-            holder_wanted_dates.extend(previous_years_holder_reports)
-
-            # 生成系列数据，只包含筛选后的报告期
             holder_series = []
-            for end_date in sorted(holder_wanted_dates):
+            for end_date in wanted_dates:
                 if end_date in holder_by_period:
                     data = holder_by_period[end_date]
                     holder_num = data["holder_num"]

backend/app/main.py

@@ -8,6 +8,7 @@ from fastapi.middleware.cors import CORSMiddleware
 from app.core.config import settings
 from app.routers.config import router as config_router
 from app.routers.financial import router as financial_router
+from app.routers.orgs import router as orgs_router
 
 # Configure logging to ensure our app logs show up in development
 import sys
@@ -50,6 +51,7 @@ app.add_middleware(
 # Routers
 app.include_router(config_router, prefix=f"{settings.API_V1_STR}/config", tags=["config"])
 app.include_router(financial_router, prefix=f"{settings.API_V1_STR}/financials", tags=["financials"])
+app.include_router(orgs_router, prefix=f"{settings.API_V1_STR}/orgs", tags=["orgs"])
 
 @app.get("/")
 async def root():

backend/app/routers/financial.py

@@ -18,7 +18,8 @@ from app.schemas.financial import (
     StepRecord, 
     CompanyProfileResponse,
     AnalysisResponse,
-    AnalysisConfigResponse
+    AnalysisConfigResponse,
+    TodaySnapshotResponse,
 )
 from app.services.company_profile_client import CompanyProfileClient
 from app.services.analysis_client import AnalysisClient, load_analysis_config, get_analysis_config
@@ -259,7 +260,7 @@ async def get_financial_config():
 @router.get("/china/{ts_code}", response_model=BatchFinancialDataResponse)
 async def get_china_financials(
     ts_code: str,
-    years: int = Query(5, ge=1, le=15),
+    years: int = Query(10, ge=1, le=10),
 ):
     # Load metric config
     fin_cfg = _load_json(FINANCIAL_CONFIG_PATH)
@@ -723,6 +724,82 @@ async def generate_analysis(
     )
 
 
+@router.get("/china/{ts_code}/snapshot", response_model=TodaySnapshotResponse)
+async def get_today_snapshot(ts_code: str):
+    """
+    获取“昨日快照”（以上一个自然日为基准，映射为不晚于该日的最近交易日）的市场数据：
+    - 日期（trade_date）
+    - 收盘价（close）
+    - 市值（total_mv，返回原始万元单位值）
+    - 估值（pe、pb）
+    - 股息率（dv_ratio，单位%）
+    """
+    try:
+        # 优先取公司名称（可选）
+        company_name = None
+        try:
+            basic = await get_dm().get_stock_basic(stock_code=ts_code)
+            if basic:
+                company_name = basic.get("name")
+        except Exception:
+            company_name = None
+
+        # 以“昨天”为查询日期，provider 内部会解析为“不晚于该日的最近交易日”
+        base_dt = (datetime.now() - timedelta(days=1)).date()
+        base_str = base_dt.strftime("%Y%m%d")
+
+        # 从 daily_basic 取主要字段，包含 close、pe、pb、dv_ratio、total_mv
+        rows = await get_dm().get_data(
+            'get_daily_basic_points',
+            stock_code=ts_code,
+            trade_dates=[base_str]
+        )
+        row = None
+        if isinstance(rows, list) and rows:
+            # get_daily_basic_points 返回每个交易日一条记录
+            row = rows[0]
+
+        trade_date = None
+        close = None
+        pe = None
+        pb = None
+        dv_ratio = None
+        total_mv = None
+
+        if isinstance(row, dict):
+            trade_date = str(row.get('trade_date') or row.get('trade_dt') or row.get('date') or base_str)
+            close = row.get('close')
+            pe = row.get('pe')
+            pb = row.get('pb')
+            dv_ratio = row.get('dv_ratio')
+            total_mv = row.get('total_mv')
+
+        # 若 close 缺失，兜底从 daily 取收盘价
+        if close is None:
+            d_rows = await get_dm().get_data('get_daily_points', stock_code=ts_code, trade_dates=[base_str])
+            if isinstance(d_rows, list) and d_rows:
+                d = d_rows[0]
+                close = d.get('close')
+                if trade_date is None:
+                    trade_date = str(d.get('trade_date') or d.get('trade_dt') or d.get('date') or base_str)
+
+        if trade_date is None:
+            trade_date = base_str
+
+        return TodaySnapshotResponse(
+            ts_code=ts_code,
+            trade_date=trade_date,
+            name=company_name,
+            close=close,
+            pe=pe,
+            pb=pb,
+            dv_ratio=dv_ratio,
+            total_mv=total_mv,
+        )
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"Failed to fetch snapshot: {e}")
+
+
 @router.get("/china/{ts_code}/analysis/{analysis_type}/stream")
 async def stream_analysis(
     ts_code: str,

backend/app/routers/orgs.py

@@ -0,0 +1,143 @@
+import logging
+import os
+import json
+from typing import Dict
+from fastapi import APIRouter, BackgroundTasks, HTTPException
+
+# Lazy loader for DataManager
+_dm = None
+def get_dm():
+    global _dm
+    if _dm is not None:
+        return _dm
+    try:
+        from app.data_manager import data_manager as real_dm
+        _dm = real_dm
+        return _dm
+    except Exception:
+        # Return a stub if the real one fails to import
+        class _StubDM:
+            async def get_stock_basic(self, stock_code: str): return None
+            async def get_financial_statements(self, stock_code: str, report_dates): return []
+        _dm = _StubDM()
+        return _dm
+
+from app.services.analysis_client import AnalysisClient, load_analysis_config
+
+router = APIRouter()
+logger = logging.getLogger(__name__)
+
+# Constants for config paths
+REPO_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "..", ".."))
+BASE_CONFIG_PATH = os.path.join(REPO_ROOT, "config", "config.json")
+
+def _load_json(path: str) -> Dict:
+    if not os.path.exists(path):
+        return {}
+    try:
+        with open(path, "r", encoding="utf-8") as f:
+            return json.load(f)
+    except Exception:
+        return {}
+
+async def run_full_analysis(org_id: str):
+    """
+    Asynchronous task to run a full analysis for a given stock.
+    This function is market-agnostic and relies on DataManager.
+    """
+    logger.info(f"Starting full analysis task for {org_id}")
+
+    # 1. Load configurations
+    base_cfg = _load_json(BASE_CONFIG_PATH)
+    llm_provider = base_cfg.get("llm", {}).get("provider", "gemini")
+    llm_config = base_cfg.get("llm", {}).get(llm_provider, {})
+    
+    api_key = llm_config.get("api_key")
+    base_url = llm_config.get("base_url")
+
+    if not api_key:
+        logger.error(f"API key for {llm_provider} not configured. Aborting analysis for {org_id}.")
+        return
+
+    analysis_config_full = load_analysis_config()
+    modules_config = analysis_config_full.get("analysis_modules", {})
+    if not modules_config:
+        logger.error(f"Analysis modules configuration not found. Aborting analysis for {org_id}.")
+        return
+
+    # 2. Fetch basic company info (name)
+    try:
+        basic_data = await get_dm().get_stock_basic(stock_code=org_id)
+        company_name = basic_data.get("name", org_id) if basic_data else org_id
+        logger.info(f"Got company name for {org_id}: {company_name}")
+    except Exception as e:
+        logger.warning(f"Failed to get company name for {org_id}. Using org_id as name. Error: {e}")
+        company_name = org_id
+
+    # 3. Fetch financial data
+    financial_data = None
+    try:
+        # You might want to make the date range configurable
+        from datetime import datetime
+        current_year = datetime.now().year
+        report_dates = [f"{year}1231" for year in range(current_year - 5, current_year)]
+        
+        financial_statements = await get_dm().get_financial_statements(stock_code=org_id, report_dates=report_dates)
+        if financial_statements:
+            financial_data = {"series": financial_statements}
+            logger.info(f"Successfully fetched financial statements for {org_id}")
+        else:
+            logger.warning(f"Could not fetch financial statements for {org_id}")
+    except Exception as e:
+        logger.error(f"Error fetching financial data for {org_id}: {e}")
+
+    # 4. Execute analysis modules in order (simplified, assumes no complex dependencies for now)
+    # Note: A full implementation would need the topological sort from the financial router.
+    analysis_results = {}
+    for module_type, module_config in modules_config.items():
+        logger.info(f"Running analysis module: {module_type} for {org_id}")
+        client = AnalysisClient(
+            api_key=api_key, 
+            base_url=base_url, 
+            model=module_config.get("model", "gemini-1.5-flash")
+        )
+        
+        # Simplified context: use results from all previously completed modules
+        context = analysis_results.copy()
+
+        result = await client.generate_analysis(
+            analysis_type=module_type,
+            company_name=company_name,
+            ts_code=org_id,
+            prompt_template=module_config.get("prompt_template", ""),
+            financial_data=financial_data,
+            context=context,
+        )
+
+        if result.get("success"):
+            analysis_results[module_type] = result.get("content", "")
+            logger.info(f"Module {module_type} for {org_id} completed successfully.")
+        else:
+            logger.error(f"Module {module_type} for {org_id} failed: {result.get('error')}")
+            # Store error message to avoid breaking dependencies that might handle missing data
+            analysis_results[module_type] = f"Error: Analysis for {module_type} failed."
+    
+    # 5. Save the final report
+    # TODO: Implement database logic to save the `analysis_results` to the report record.
+    logger.info(f"Full analysis for {org_id} finished. Results: {json.dumps(analysis_results, indent=2, ensure_ascii=False)}")
+
+
+@router.post("/{market}/{org_id}/reports/generate")
+async def trigger_report_generation(market: str, org_id: str, background_tasks: BackgroundTasks):
+    """
+    Triggers a background task to generate a full financial report.
+    This endpoint is now market-agnostic.
+    """
+    logger.info(f"Received report generation request for {org_id} in {market} market.")
+    
+    # TODO: Create a report record in the database with "generating" status here.
+    
+    background_tasks.add_task(run_full_analysis, org_id)
+    
+    logger.info(f"Queued analysis task for {org_id}.")
+    return {"queued": True, "market": market, "org_id": org_id}

backend/app/schemas/financial.py

@@ -71,3 +71,14 @@ class AnalysisResponse(BaseModel):
 
 class AnalysisConfigResponse(BaseModel):
     analysis_modules: Dict[str, Dict]
+
+
+class TodaySnapshotResponse(BaseModel):
+    ts_code: str
+    trade_date: str
+    name: Optional[str] = None
+    close: Optional[float] = None
+    pe: Optional[float] = None
+    pb: Optional[float] = None
+    dv_ratio: Optional[float] = None
+    total_mv: Optional[float] = None

config/data_sources.yaml

@@ -22,8 +22,8 @@ markets:
       - yfinance # yfinance can be a fallback
   US: # US Market
     priority:
-      - yfinance
       - finnhub
+      - yfinance
   HK: # Hong Kong Market
     priority:
       - yfinance

docs/user-guide.md

@@ -270,3 +270,5 @@ A:
 
 
 
+
+

frontend/src/app/fonts/README.md

@@ -16,3 +16,5 @@
 
 
 
+
+

frontend/src/app/report/[symbol]/page.tsx

@@ -1,7 +1,7 @@
 'use client';
 
 import { useParams, useSearchParams } from 'next/navigation';
-import { useChinaFinancials, useFinancialConfig, useAnalysisConfig, generateFullAnalysis } from '@/hooks/useApi';
+import { useChinaFinancials, useFinancialConfig, useAnalysisConfig, generateFullAnalysis, useChinaSnapshot } from '@/hooks/useApi';
 import { Spinner } from '@/components/ui/spinner';
 import { Button } from '@/components/ui/button';
 import { CheckCircle, XCircle, RotateCw } from 'lucide-react';
@@ -22,6 +22,8 @@ export default function ReportPage() {
   const symbol = params.symbol as string;
   const market = (searchParams.get('market') || '').toLowerCase();
 
+  const displayMarket = market === 'china' ? '中国' : market;
+
   const isChina = market === 'china' || market === 'cn';
 
   // 规范化中国市场 ts_code：若为6位数字或无后缀，自动推断交易所
@@ -39,6 +41,7 @@ export default function ReportPage() {
   })();
 
   const { data: financials, error, isLoading } = useChinaFinancials(isChina ? normalizedTsCode : undefined, 10);
+  const { data: snapshot, error: snapshotError, isLoading: snapshotLoading } = useChinaSnapshot(isChina ? normalizedTsCode : undefined);
   const { data: financialConfig } = useFinancialConfig();
   const { data: analysisConfig } = useAnalysisConfig();
   
@@ -272,6 +275,21 @@ export default function ReportPage() {
     };
   }, []);
 
+  const removeTitleFromContent = useMemo(() => {
+    return (content: string, title: string): string => {
+      if (!content || !title) {
+        return content;
+      }
+      const lines = content.split('\n');
+      // Trim and remove markdown from first line
+      const firstLine = (lines[0] || '').trim().replace(/^(#+\s*|\*\*|__)/, '').replace(/(\*\*|__)$/, '').trim();
+      if (firstLine === title) {
+        return lines.slice(1).join('\n').trim();
+      }
+      return content;
+    };
+  }, []);
+  
   const hasRunningTask = useMemo(() => {
     if (currentAnalysisTask !== null) return true;
     if (analysisRecords.some(r => r.status === 'running')) return true;
@@ -589,7 +607,7 @@ export default function ReportPage() {
             </div>
             <div className="flex items-center gap-2">
               <span className="text-muted-foreground min-w-20">交易市场:</span>
-              <span className="font-medium">{market}</span>
+              <span className="font-medium">{displayMarket}</span>
             </div>
             <div className="flex items-center gap-2">
               <span className="text-muted-foreground min-w-20">公司名称:</span>
@@ -609,6 +627,94 @@ export default function ReportPage() {
             
           </CardContent>
         </Card>
+        {isChina && (
+          <Card className="w-80 flex-shrink-0">
+            <CardHeader>
+              <CardTitle className="text-lg">昨日快照</CardTitle>
+            </CardHeader>
+            <CardContent className="text-sm">
+              <div className="grid grid-cols-2 gap-x-6 gap-y-3">
+                <div className="flex items-center gap-2">
+                  <span className="text-muted-foreground min-w-8">日期:</span>
+                  <span className="font-medium">
+                    {snapshotLoading ? (
+                      <span className="flex items-center gap-1"><Spinner className="size-3" /><span className="text-muted-foreground">加载中...</span></span>
+                    ) : snapshot?.trade_date ? (
+                      `${snapshot.trade_date.slice(0,4)}-${snapshot.trade_date.slice(4,6)}-${snapshot.trade_date.slice(6,8)}`
+                    ) : (
+                      <span className="text-muted-foreground">-</span>
+                    )}
+                  </span>
+                </div>
+
+                <div className="flex items-center gap-2">
+                  <span className="text-muted-foreground min-w-8">PB:</span>
+                  <span className="font-medium">
+                    {snapshotLoading ? (
+                      <span className="text-muted-foreground">-</span>
+                    ) : snapshot?.pb != null ? (
+                      `${Number(snapshot.pb).toFixed(2)}`
+                    ) : (
+                      <span className="text-muted-foreground">-</span>
+                    )}
+                  </span>
+                </div>
+
+                <div className="flex items-center gap-2">
+                  <span className="text-muted-foreground min-w-8">股价:</span>
+                  <span className="font-medium">
+                    {snapshotLoading ? (
+                      <span className="text-muted-foreground">-</span>
+                    ) : snapshot?.close != null ? (
+                      `${Number(snapshot.close).toFixed(2)}`
+                    ) : (
+                      <span className="text-muted-foreground">-</span>
+                    )}
+                  </span>
+                </div>
+
+                <div className="flex items-center gap-2">
+                  <span className="text-muted-foreground min-w-8">PE:</span>
+                  <span className="font-medium">
+                    {snapshotLoading ? (
+                      <span className="text-muted-foreground">-</span>
+                    ) : snapshot?.pe != null ? (
+                      `${Number(snapshot.pe).toFixed(2)}`
+                    ) : (
+                      <span className="text-muted-foreground">-</span>
+                    )}
+                  </span>
+                </div>
+
+                <div className="flex items-center gap-2">
+                  <span className="text-muted-foreground min-w-8">市值:</span>
+                  <span className="font-medium">
+                    {snapshotLoading ? (
+                      <span className="text-muted-foreground">-</span>
+                    ) : snapshot?.total_mv != null ? (
+                      `${Math.round((snapshot.total_mv as number) / 10000).toLocaleString('zh-CN')} 亿元`
+                    ) : (
+                      <span className="text-muted-foreground">-</span>
+                    )}
+                  </span>
+                </div>
+
+                <div className="flex items-center gap-2">
+                  <span className="text-muted-foreground min-w-8">股息率:</span>
+                  <span className="font-medium">
+                    {snapshotLoading ? (
+                      <span className="text-muted-foreground">-</span>
+                    ) : snapshot?.dv_ratio != null ? (
+                      `${Number(snapshot.dv_ratio).toFixed(2)}%`
+                    ) : (
+                      <span className="text-muted-foreground">-</span>
+                    )}
+                  </span>
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+        )}
         {isChina && (
           <Card className="w-40 flex-shrink-0">
             <CardContent className="flex flex-col gap-2">
@@ -740,9 +846,27 @@ export default function ReportPage() {
                     if (p.year) return `${p.year}1231`;
                     return null;
                   };
+
+                  const displayedKeys = [
+                    'roe', 'roa', 'roic', 'grossprofit_margin', 'netprofit_margin', 'revenue', 'tr_yoy', 'n_income', 
+                    'dt_netprofit_yoy', 'n_cashflow_act', 'c_pay_acq_const_fiolta', '__free_cash_flow', 
+                    'dividend_amount', 'repurchase_amount', 'total_assets', 'total_hldr_eqy_exc_min_int', 'goodwill',
+                    '__sell_rate', '__admin_rate', '__rd_rate', '__other_fee_rate', '__tax_rate', '__depr_ratio',
+                    '__money_cap_ratio', '__inventories_ratio', '__ar_ratio', '__prepay_ratio', '__fix_assets_ratio', 
+                    '__lt_invest_ratio', '__goodwill_ratio', '__other_assets_ratio', '__ap_ratio', '__adv_ratio', 
+                    '__st_borr_ratio', '__lt_borr_ratio', '__operating_assets_ratio', '__interest_bearing_debt_ratio',
+                    'invturn_days', 'arturn_days', 'payturn_days', 'fa_turn', 'assets_turn',
+                    'employees', '__rev_per_emp', '__profit_per_emp', '__salary_per_emp',
+                    'close', 'total_mv', 'pe', 'pb', 'holder_num'
+                  ];
+
+                  const displayedSeries = Object.entries(series)
+                    .filter(([key]) => displayedKeys.includes(key))
+                    .map(([, value]) => value);
+
                   const allPeriods = Array.from(
                     new Set(
-                      (Object.values(series).flat() as any[])
+                      (displayedSeries.flat() as any[])
                         .map((p) => toPeriod(p))
                         .filter((v): v is string => Boolean(v))
                     )
@@ -751,7 +875,7 @@ export default function ReportPage() {
                   if (allPeriods.length === 0) {
                     return <p className="text-sm text-muted-foreground">暂无可展示的数据</p>;
                   }
-                  const periods = allPeriods;
+                  const periods = allPeriods.slice(0, 10);
 
                   const getValueByPeriod = (points: any[] | undefined, period: string): number | null => {
                     if (!points) return null;
@@ -835,9 +959,40 @@ export default function ReportPage() {
                                     const isGrowthRow = key === 'tr_yoy' || key === 'dt_netprofit_yoy';
                                     if (isGrowthRow) {
                                       const isNeg = typeof perc === 'number' && perc < 0;
+                                      const isHighGrowth = typeof perc === 'number' && perc > 30;
+
+                                      let content = `${text}%`;
+                                      if (key === 'dt_netprofit_yoy' && typeof perc === 'number' && perc > 1000) {
+                                        content = `${(perc / 100).toFixed(1)}x`;
+                                      }
+
+                                      let tableCellClassName = 'text-right p-2';
+                                      let spanClassName = 'italic';
+
+                                      if (isNeg) {
+                                        tableCellClassName += ' bg-red-100';
+                                        spanClassName += ' text-red-600';
+                                      } else if (isHighGrowth) {
+                                        tableCellClassName += ' bg-green-100';
+                                        spanClassName += ' text-green-800 font-bold';
+                                      } else {
+                                        spanClassName += ' text-blue-600';
+                                      }
+
                                       return (
-                                        <TableCell key={p} className="text-right p-2">
+                                        <TableCell key={p} className={tableCellClassName}>
-                                          <span className={isNeg ? 'text-red-600 bg-red-100 italic' : 'text-blue-600 italic'}>{text}%</span>
+                                          <span className={spanClassName}>{content}</span>
+                                        </TableCell>
+                                      );
+                                    }
+                                    const isHighlighted = (key === 'roe' && typeof perc === 'number' && perc > 12.5) ||
+                                                          (key === 'grossprofit_margin' && typeof perc === 'number' && perc > 35) ||
+                                                          (key === 'netprofit_margin' && typeof perc === 'number' && perc > 15);
+
+                                    if (isHighlighted) {
+                                      return (
+                                        <TableCell key={p} className="text-right p-2 bg-green-100 text-green-800 font-bold">
+                                          {`${text}%`}
                                         </TableCell>
                                       );
                                     }
@@ -926,9 +1081,18 @@ export default function ReportPage() {
                             }
                             const text = numberFormatter.format(value);
                             const isNegative = value < 0;
+                            const isHighRatio = value > 30;
+
+                            let cellClassName = "text-right p-2";
+                            if (isHighRatio) {
+                              cellClassName += " bg-red-100";
+                            } else if (isNegative) {
+                              cellClassName += " bg-red-100";
+                            }
+
                             return (
-                              <TableCell key={keyStr} className="text-right p-2">
+                              <TableCell key={keyStr} className={cellClassName}>
-                                {isNegative ? <span className="text-red-600 bg-red-100">{text}%</span> : `${text}%`}
+                                {isNegative ? <span className="text-red-600">{text}%</span> : `${text}%`}
                               </TableCell>
                             );
                           };
@@ -1147,7 +1311,7 @@ export default function ReportPage() {
                             ),
                             // 股东户数
                             (
-                              <TableRow key="__holder_num_row" className="hover:bg紫-100 hover:bg-purple-100">
+                              <TableRow key="__holder_num_row" className="hover:bg-purple-100">
                                 <TableCell className="p-2 text-muted-foreground">股东户数</TableCell>
                                 {periods.map((p) => {
                                   const points = series['holder_num'] as any[] | undefined;
@@ -1174,10 +1338,11 @@ export default function ReportPage() {
           {/* 动态生成各个分析的TabsContent */}
                     {analysisTypes.map(analysisType => {
             const state = analysisStates[analysisType] || { content: '', loading: false, error: null };
-            const normalizedContent = normalizeMarkdown(state.content);
             const analysisName = analysisType === 'company_profile'
               ? '公司简介'
               : (analysisConfig?.analysis_modules[analysisType]?.name || analysisType);
+            const contentWithoutTitle = removeTitleFromContent(state.content, analysisName);
+            const normalizedContent = normalizeMarkdown(contentWithoutTitle);
             const modelName = analysisConfig?.analysis_modules[analysisType]?.model;
             
             return (

frontend/src/app/reports/[id]/page.tsx

@@ -162,7 +162,7 @@ export default async function ReportDetailPage({ params }: { params: Promise<{ i
                   c_pay_acq_const_fiolta: 'cashflow',
                 }
 
-                if (years.length === 0) {
+                if (periods.length === 0) {
                   return (
                     <div className="text-sm text-muted-foreground">
                       暂无保存的财务数据。下次保存报告时会一并保存财务数据。
@@ -250,7 +250,7 @@ export default async function ReportDetailPage({ params }: { params: Promise<{ i
                                   if (isGrowthRow) {
                                     const isNeg = typeof perc === 'number' && perc < 0
                                     return (
-                                      <TableCell key={y} className="text-right p-2">
+                                      <TableCell key={p} className="text-right p-2">
                                         <span className={isNeg ? 'text-red-600 bg-red-100 italic' : 'text-blue-600 italic'}>{text}%</span>
                                       </TableCell>
                                     )
@@ -258,10 +258,10 @@ export default async function ReportDetailPage({ params }: { params: Promise<{ i
                                   if (key === 'roe' || key === 'roic') {
                                     const highlight = typeof perc === 'number' && perc > 12
                                     return (
-                                      <TableCell key={y} className={`text-right p-2 ${highlight ? 'bg-green-200' : ''}`}>{`${text}%`}</TableCell>
+                                      <TableCell key={p} className={`text-right p-2 ${highlight ? 'bg-green-200' : ''}`}>{`${text}%`}</TableCell>
                                     )
                                   }
-                                  return <TableCell key={y} className="text-right p-2">{`${text}%`}</TableCell>
+                                  return <TableCell key={p} className="text-right p-2">{`${text}%`}</TableCell>
                                 } else {
                                   const isFinGroup = groupName === 'income' || groupName === 'balancesheet' || groupName === 'cashflow'
                                   const scaled = key === 'total_mv' ? rawNum / 10000 : (isFinGroup || isComputed ? rawNum / 1e8 : rawNum)
@@ -270,10 +270,10 @@ export default async function ReportDetailPage({ params }: { params: Promise<{ i
                                   if (key === '__free_cash_flow') {
                                     const isNeg = typeof scaled === 'number' && scaled < 0
                                     return (
-                                      <TableCell key={y} className="text-right p-2">{isNeg ? <span className="text-red-600 bg-red-100">{text}</span> : text}</TableCell>
+                                      <TableCell key={p} className="text-right p-2">{isNeg ? <span className="text-red-600 bg-red-100">{text}</span> : text}</TableCell>
                                     )
                                   }
-                                  return <TableCell key={y} className="text-right p-2">{text}</TableCell>
+                                  return <TableCell key={p} className="text-right p-2">{text}</TableCell>
                                 }
                               })}
                             </TableRow>
@@ -333,8 +333,8 @@ export default async function ReportDetailPage({ params }: { params: Promise<{ i
                                     rate = gp - np - sellRate - adminRate - rdRate
                                   }
                                 } else {
-                                  const numerator = getVal(num, y)
+                                  const numerator = getVal(num, p)
-                                  const denominator = getVal(den, y)
+                                  const denominator = getVal(den, p)
                                   if (numerator == null || denominator == null || denominator === 0) {
                                     rate = null
                                   } else {
@@ -342,12 +342,12 @@ export default async function ReportDetailPage({ params }: { params: Promise<{ i
                                   }
                                 }
                                 if (rate == null || !Number.isFinite(rate)) {
-                                  return <TableCell key={y} className="text-right p-2">-</TableCell>
+                                  return <TableCell key={p} className="text-right p-2">-</TableCell>
                                 }
                                 const rateText = numberFormatter.format(rate)
                                 const isNegative = rate < 0
                                 return (
-                                  <TableCell key={y} className="text-right p-2">
+                                  <TableCell key={p} className="text-right p-2">
                                     {isNegative ? <span className="text-red-600 bg-red-100">{rateText}%</span> : `${rateText}%`}
                                   </TableCell>
                                 )
@@ -377,101 +377,101 @@ export default async function ReportDetailPage({ params }: { params: Promise<{ i
                             )
                           }
                           const assetRows = [
-                            { key: '__money_cap_ratio', label: '现金占比', calc: (y: string) => {
+                            { key: '__money_cap_ratio', label: '现金占比', calc: (p: string) => {
-                              const num = getVal(series['money_cap'] as any, y)
+                              const num = getVal(series['money_cap'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__inventories_ratio', label: '库存占比', calc: (y: string) => {
+                            { key: '__inventories_ratio', label: '库存占比', calc: (p: string) => {
-                              const num = getVal(series['inventories'] as any, y)
+                              const num = getVal(series['inventories'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__ar_ratio', label: '应收款占比', calc: (y: string) => {
+                            { key: '__ar_ratio', label: '应收款占比', calc: (p: string) => {
-                              const num = getVal(series['accounts_receiv_bill'] as any, y)
+                              const num = getVal(series['accounts_receiv_bill'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__prepay_ratio', label: '预付款占比', calc: (y: string) => {
+                            { key: '__prepay_ratio', label: '预付款占比', calc: (p: string) => {
-                              const num = getVal(series['prepayment'] as any, y)
+                              const num = getVal(series['prepayment'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__fix_assets_ratio', label: '固定资产占比', calc: (y: string) => {
+                            { key: '__fix_assets_ratio', label: '固定资产占比', calc: (p: string) => {
-                              const num = getVal(series['fix_assets'] as any, y)
+                              const num = getVal(series['fix_assets'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__lt_invest_ratio', label: '长期投资占比', calc: (y: string) => {
+                            { key: '__lt_invest_ratio', label: '长期投资占比', calc: (p: string) => {
-                              const num = getVal(series['lt_eqt_invest'] as any, y)
+                              const num = getVal(series['lt_eqt_invest'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__goodwill_ratio', label: '商誉占比', calc: (y: string) => {
+                            { key: '__goodwill_ratio', label: '商誉占比', calc: (p: string) => {
-                              const num = getVal(series['goodwill'] as any, y)
+                              const num = getVal(series['goodwill'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__other_assets_ratio', label: '其他资产占比', calc: (y: string) => {
+                            { key: '__other_assets_ratio', label: '其他资产占比', calc: (p: string) => {
-                              const total = getVal(series['total_assets'] as any, y)
+                              const total = getVal(series['total_assets'] as any, p)
                               if (total == null || total === 0) return null
                               const parts = [
-                                getVal(series['money_cap'] as any, y) || 0,
+                                getVal(series['money_cap'] as any, p) || 0,
-                                getVal(series['inventories'] as any, y) || 0,
+                                getVal(series['inventories'] as any, p) || 0,
-                                getVal(series['accounts_receiv_bill'] as any, y) || 0,
+                                getVal(series['accounts_receiv_bill'] as any, p) || 0,
-                                getVal(series['prepayment'] as any, y) || 0,
+                                getVal(series['prepayment'] as any, p) || 0,
-                                getVal(series['fix_assets'] as any, y) || 0,
+                                getVal(series['fix_assets'] as any, p) || 0,
-                                getVal(series['lt_eqt_invest'] as any, y) || 0,
+                                getVal(series['lt_eqt_invest'] as any, p) || 0,
-                                getVal(series['goodwill'] as any, y) || 0,
+                                getVal(series['goodwill'] as any, p) || 0,
                               ]
                               const sumKnown = parts.reduce((acc: number, v: number) => acc + v, 0)
                               return ((total - sumKnown) / total) * 100
                             } },
-                            { key: '__ap_ratio', label: '应付款占比', calc: (y: string) => {
+                            { key: '__ap_ratio', label: '应付款占比', calc: (p: string) => {
-                              const num = getVal(series['accounts_pay'] as any, y)
+                              const num = getVal(series['accounts_pay'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__adv_ratio', label: '预收款占比', calc: (y: string) => {
+                            { key: '__adv_ratio', label: '预收款占比', calc: (p: string) => {
-                              const adv = getVal(series['adv_receipts'] as any, y) || 0
+                              const adv = getVal(series['adv_receipts'] as any, p) || 0
-                              const contractLiab = getVal(series['contract_liab'] as any, y) || 0
+                              const contractLiab = getVal(series['contract_liab'] as any, p) || 0
                               const num = adv + contractLiab
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__st_borr_ratio', label: '短期借款占比', calc: (y: string) => {
+                            { key: '__st_borr_ratio', label: '短期借款占比', calc: (p: string) => {
-                              const num = getVal(series['st_borr'] as any, y)
+                              const num = getVal(series['st_borr'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__lt_borr_ratio', label: '长期借款占比', calc: (y: string) => {
+                            { key: '__lt_borr_ratio', label: '长期借款占比', calc: (p: string) => {
-                              const num = getVal(series['lt_borr'] as any, y)
+                              const num = getVal(series['lt_borr'] as any, p)
-                              const den = getVal(series['total_assets'] as any, y)
+                              const den = getVal(series['total_assets'] as any, p)
                               return num == null || den == null || den === 0 ? null : (num / den) * 100
                             } },
-                            { key: '__interest_bearing_debt_ratio', label: '有息负债率', calc: (y: string) => {
+                            { key: '__interest_bearing_debt_ratio', label: '有息负债率', calc: (p: string) => {
-                              const total = getVal(series['total_assets'] as any, y)
+                              const total = getVal(series['total_assets'] as any, p)
                               if (total == null || total === 0) return null
-                              const st = getVal(series['st_borr'] as any, y) || 0
+                              const st = getVal(series['st_borr'] as any, p) || 0
-                              const lt = getVal(series['lt_borr'] as any, y) || 0
+                              const lt = getVal(series['lt_borr'] as any, p) || 0
                               return ((st + lt) / total) * 100
                             } },
-                            { key: '__operating_assets_ratio', label: '运营资产占比', calc: (y: string) => {
+                            { key: '__operating_assets_ratio', label: '运营资产占比', calc: (p: string) => {
-                              const total = getVal(series['total_assets'] as any, y)
+                              const total = getVal(series['total_assets'] as any, p)
                               if (total == null || total === 0) return null
-                              const inv = getVal(series['inventories'] as any, y) || 0
+                              const inv = getVal(series['inventories'] as any, p) || 0
-                              const ar = getVal(series['accounts_receiv_bill'] as any, y) || 0
+                              const ar = getVal(series['accounts_receiv_bill'] as any, p) || 0
-                              const pre = getVal(series['prepayment'] as any, y) || 0
+                              const pre = getVal(series['prepayment'] as any, p) || 0
-                              const ap = getVal(series['accounts_pay'] as any, y) || 0
+                              const ap = getVal(series['accounts_pay'] as any, p) || 0
-                              const adv = getVal(series['adv_receipts'] as any, y) || 0
+                              const adv = getVal(series['adv_receipts'] as any, p) || 0
-                              const contractLiab = getVal(series['contract_liab'] as any, y) || 0
+                              const contractLiab = getVal(series['contract_liab'] as any, p) || 0
                               const operating = inv + ar + pre - ap - adv - contractLiab
                               return (operating / total) * 100
                             } },
                           ].map(({ key, label, calc }) => (
                             <TableRow key={key} className={`hover:bg-purple-100 ${key === '__other_assets_ratio' ? 'bg-yellow-50' : ''}`}>
                               <TableCell className="p-2 text-muted-foreground">{label}</TableCell>
-                              {years.map((y) => ratioCell(calc(y), y))}
+                              {periods.map((p) => ratioCell(calc(p), p))}
                             </TableRow>
                           ))
 
@@ -570,54 +570,54 @@ export default async function ReportDetailPage({ params }: { params: Promise<{ i
                           const employeesRow = (
                             <TableRow key="__employees_row" className="hover:bg-purple-100">
                               <TableCell className="p-2 text-muted-foreground">员工人数</TableCell>
-                              {years.map((y) => {
+                              {periods.map((p) => {
-                                const v = getVal(series['employees'] as any, y)
+                                const v = getVal(series['employees'] as any, p)
                                 if (v == null || !Number.isFinite(v)) {
-                                  return <TableCell key={y} className="text-right p-2">-</TableCell>
+                                  return <TableCell key={p} className="text-right p-2">-</TableCell>
                                 }
-                                return <TableCell key={y} className="text-right p-2">{integerFormatter.format(Math.round(v))}</TableCell>
+                                return <TableCell key={p} className="text-right p-2">{integerFormatter.format(Math.round(v))}</TableCell>
                               })}
                             </TableRow>
                           )
                           const revPerEmpRow = (
                             <TableRow key="__rev_per_emp_row" className="hover:bg-purple-100">
                               <TableCell className="p-2 text-muted-foreground">人均创收（万元）</TableCell>
-                              {years.map((y) => {
+                              {periods.map((p) => {
-                                const rev = getVal(series['revenue'] as any, y)
+                                const rev = getVal(series['revenue'] as any, p)
-                                const emp = getVal(series['employees'] as any, y)
+                                const emp = getVal(series['employees'] as any, p)
                                 if (rev == null || emp == null || emp === 0) {
-                                  return <TableCell key={y} className="text-right p-2">-</TableCell>
+                                  return <TableCell key={p} className="text-right p-2">-</TableCell>
                                 }
                                 const val = (rev / emp) / 10000
-                                return <TableCell key={y} className="text-right p-2">{numberFormatter.format(val)}</TableCell>
+                                return <TableCell key={p} className="text-right p-2">{numberFormatter.format(val)}</TableCell>
                               })}
                             </TableRow>
                           )
                           const profitPerEmpRow = (
                             <TableRow key="__profit_per_emp_row" className="hover:bg-purple-100">
                               <TableCell className="p-2 text-muted-foreground">人均创利（万元）</TableCell>
-                              {years.map((y) => {
+                              {periods.map((p) => {
-                                const prof = getVal(series['n_income'] as any, y)
+                                const prof = getVal(series['n_income'] as any, p)
-                                const emp = getVal(series['employees'] as any, y)
+                                const emp = getVal(series['employees'] as any, p)
                                 if (prof == null || emp == null || emp === 0) {
-                                  return <TableCell key={y} className="text-right p-2">-</TableCell>
+                                  return <TableCell key={p} className="text-right p-2">-</TableCell>
                                 }
                                 const val = (prof / emp) / 10000
-                                return <TableCell key={y} className="text-right p-2">{numberFormatter.format(val)}</TableCell>
+                                return <TableCell key={p} className="text-right p-2">{numberFormatter.format(val)}</TableCell>
                               })}
                             </TableRow>
                           )
                           const salaryPerEmpRow = (
                             <TableRow key="__salary_per_emp_row" className="hover:bg-purple-100">
                               <TableCell className="p-2 text-muted-foreground">人均工资（万元）</TableCell>
-                              {years.map((y) => {
+                              {periods.map((p) => {
-                                const salaryPaid = getVal(series['c_paid_to_for_empl'] as any, y)
+                                const salaryPaid = getVal(series['c_paid_to_for_empl'] as any, p)
-                                const emp = getVal(series['employees'] as any, y)
+                                const emp = getVal(series['employees'] as any, p)
                                 if (salaryPaid == null || emp == null || emp === 0) {
-                                  return <TableCell key={y} className="text-right p-2">-</TableCell>
+                                  return <TableCell key={p} className="text-right p-2">-</TableCell>
                                 }
                                 const val = (salaryPaid / emp) / 10000
-                                return <TableCell key={y} className="text-right p-2">{numberFormatter.format(val)}</TableCell>
+                                return <TableCell key={p} className="text-right p-2">{numberFormatter.format(val)}</TableCell>
                               })}
                             </TableRow>
                           )

frontend/src/hooks/useApi.ts

@@ -1,6 +1,6 @@
 import useSWR from 'swr';
 import { useConfigStore } from '@/stores/useConfigStore';
-import { BatchFinancialDataResponse, FinancialConfigResponse, AnalysisConfigResponse } from '@/types';
+import { BatchFinancialDataResponse, FinancialConfigResponse, AnalysisConfigResponse, TodaySnapshotResponse } from '@/types';
 
 const fetcher = async (url: string) => {
   const res = await fetch(url);
@@ -111,3 +111,16 @@ export async function generateFullAnalysis(tsCode: string, companyName: string)
     throw new Error('Invalid JSON response from server.');
   }
 }
+
+export function useChinaSnapshot(ts_code?: string) {
+  return useSWR<TodaySnapshotResponse>(
+    ts_code ? `/api/financials/china/${encodeURIComponent(ts_code)}/snapshot` : null,
+    fetcher,
+    {
+      revalidateOnFocus: false,
+      revalidateOnReconnect: false,
+      dedupingInterval: 120000, // 2分钟
+      errorRetryCount: 1,
+    }
+  );
+}

frontend/src/lib/prisma.ts

@@ -38,3 +38,5 @@ if (process.env.NODE_ENV !== 'production') globalForPrisma.prisma = prisma
 
 
 
+
+

frontend/src/types/index.ts

@@ -195,6 +195,20 @@ export interface AnalysisConfigResponse {
   }>;
 }
 
+/**
+ * 今日快照响应接口
+ */
+export interface TodaySnapshotResponse {
+  ts_code: string;
+  trade_date: string; // YYYYMMDD
+  name?: string;
+  close?: number | null;
+  pe?: number | null;
+  pb?: number | null;
+  dv_ratio?: number | null; // %
+  total_mv?: number | null; // 万元
+}
+
 // ============================================================================
 // 表格相关类型
 // ============================================================================

scripts/dev.sh

@@ -23,7 +23,9 @@ FRONTEND_PORT=3001
 # Kill process using specified port
 kill_port() {
   local port=$1
+  echo -e "${YELLOW}[DEBUG]${RESET} Checking port $port..."
   local pids=$(lsof -nP -ti tcp:"$port" 2>/dev/null || true)
+  echo -e "${YELLOW}[DEBUG]${RESET} Done checking port $port. PIDs: '$pids'"
   if [[ -n "$pids" ]]; then
     echo -e "${YELLOW}[CLEANUP]${RESET} Killing process(es) using port $port: $pids"
     echo "$pids" | xargs kill -9 2>/dev/null || true