00-daily-analysis.yml

name: 每日股票分析

on:
  # 定时触发 - 每天北京时间 18:00 (UTC 10:00)
  schedule:
    - cron: '0 10 * * 1-5'     # 周一到周五，UTC 10:00 = 北京时间 18:00
  
  # 手动触发
  workflow_dispatch:
    inputs:
      mode:
        description: '运行模式'
        required: true
        default: 'full'
        type: choice
        options:
          - full          # 完整分析（股票+大盘）
          - market-only   # 仅大盘复盘
          - stocks-only   # 仅股票分析
      force_run:
        description: '强制运行（跳过交易日检查）'
        required: false
        default: false
        type: boolean

# 并发控制：同一时间只运行一个分析任务
concurrency:
  group: stock-analysis
  cancel-in-progress: false

jobs:
  analyze:
    runs-on: ubuntu-latest
    # 添加超时限制，防止任务卡死
    timeout-minutes: ${{ fromJSON(vars.ANALYSIS_TIMEOUT_MINUTES || '30') }}
    
    steps:
      - name: 随机延迟（避免固定时间访问）
        run: sleep $((RANDOM % 60))  # 随机延迟0-60秒启动
      
      - name: 检出代码
        uses: actions/checkout@v5
      
      - name: 设置 Python 环境
        uses: actions/setup-python@v6
        with:
          python-version: '3.11'
          cache: 'pip'
      
      - name: 安装依赖
        run: |
          pip install --upgrade pip
          pip install -r requirements.txt
      
      - name: 创建必要目录
        run: |
          mkdir -p data logs reports
      
      - name: 执行股票分析
        env:
          # ==========================================
          # AI 配置
          # ==========================================
          # LITELLM_CONFIG
          LITELLM_CONFIG: ${{ vars.LITELLM_CONFIG || secrets.LITELLM_CONFIG }}
          LITELLM_CONFIG_YAML: ${{ vars.LITELLM_CONFIG_YAML || secrets.LITELLM_CONFIG_YAML }}
          LITELLM_API_KEY: ${{ secrets.LITELLM_API_KEY }}
          LITELLM_MODEL: ${{ vars.LITELLM_MODEL || secrets.LITELLM_MODEL }}
          LITELLM_FALLBACK_MODELS: ${{ vars.LITELLM_FALLBACK_MODELS || secrets.LITELLM_FALLBACK_MODELS }}
          AGENT_LITELLM_MODEL: ${{ vars.AGENT_LITELLM_MODEL || secrets.AGENT_LITELLM_MODEL }}
          VISION_MODEL: ${{ vars.VISION_MODEL || secrets.VISION_MODEL }}
          OPENAI_VISION_MODEL: ${{ vars.OPENAI_VISION_MODEL || secrets.OPENAI_VISION_MODEL }}
          VISION_PROVIDER_PRIORITY: ${{ vars.VISION_PROVIDER_PRIORITY || secrets.VISION_PROVIDER_PRIORITY }}
          LLM_TEMPERATURE: ${{ vars.LLM_TEMPERATURE || secrets.LLM_TEMPERATURE }}
          LLM_USAGE_HMAC_SECRET: ${{ secrets.LLM_USAGE_HMAC_SECRET }}
          LLM_USAGE_HMAC_KEY_VERSION: ${{ vars.LLM_USAGE_HMAC_KEY_VERSION || secrets.LLM_USAGE_HMAC_KEY_VERSION }}
          LLM_CHANNELS: ${{ vars.LLM_CHANNELS || secrets.LLM_CHANNELS }}

          # Gemini AI（主选）
          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
          GEMINI_API_KEYS: ${{ secrets.GEMINI_API_KEYS }}
          GEMINI_MODEL: ${{ vars.GEMINI_MODEL || secrets.GEMINI_MODEL || 'gemini-3-flash-preview' }}
          GEMINI_MODEL_FALLBACK: ${{ vars.GEMINI_MODEL_FALLBACK || secrets.GEMINI_MODEL_FALLBACK || 'gemini-2.5-flash' }}
          GEMINI_REQUEST_DELAY: '3.0'
          
          # AIHubMix（优先于 OPENAI_API_KEY，自动适配 base_url，推荐国内用户）
          AIHUBMIX_KEY: ${{ secrets.AIHUBMIX_KEY }}

          # OpenAI 兼容 API（备选）
          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
          OPENAI_API_KEYS: ${{ secrets.OPENAI_API_KEYS }}
          OPENAI_BASE_URL: ${{ vars.OPENAI_BASE_URL || secrets.OPENAI_BASE_URL }}
          OPENAI_MODEL: ${{ vars.OPENAI_MODEL || secrets.OPENAI_MODEL }}

          # DeepSeek
          DEEPSEEK_API_KEY: ${{ secrets.DEEPSEEK_API_KEY }}
          DEEPSEEK_API_KEYS: ${{ secrets.DEEPSEEK_API_KEYS }}
          
          # Anthropic / Claude
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          ANTHROPIC_API_KEYS: ${{ secrets.ANTHROPIC_API_KEYS }}
          ANTHROPIC_MODEL: ${{ vars.ANTHROPIC_MODEL || secrets.ANTHROPIC_MODEL || 'claude-3-5-sonnet-20241022' }}

          # LLM 渠道模式（常见渠道名需显式映射，GitHub Actions 不会自动导入任意 Secret/Variable）
          LLM_PRIMARY_PROTOCOL: ${{ vars.LLM_PRIMARY_PROTOCOL || secrets.LLM_PRIMARY_PROTOCOL }}
          LLM_PRIMARY_BASE_URL: ${{ vars.LLM_PRIMARY_BASE_URL || secrets.LLM_PRIMARY_BASE_URL }}
          LLM_PRIMARY_API_KEY: ${{ secrets.LLM_PRIMARY_API_KEY }}
          LLM_PRIMARY_API_KEYS: ${{ secrets.LLM_PRIMARY_API_KEYS }}
          LLM_PRIMARY_MODELS: ${{ vars.LLM_PRIMARY_MODELS || secrets.LLM_PRIMARY_MODELS }}
          LLM_PRIMARY_ENABLED: ${{ vars.LLM_PRIMARY_ENABLED || secrets.LLM_PRIMARY_ENABLED }}
          LLM_PRIMARY_EXTRA_HEADERS: ${{ vars.LLM_PRIMARY_EXTRA_HEADERS || secrets.LLM_PRIMARY_EXTRA_HEADERS }}

          LLM_SECONDARY_PROTOCOL: ${{ vars.LLM_SECONDARY_PROTOCOL || secrets.LLM_SECONDARY_PROTOCOL }}
          LLM_SECONDARY_BASE_URL: ${{ vars.LLM_SECONDARY_BASE_URL || secrets.LLM_SECONDARY_BASE_URL }}
          LLM_SECONDARY_API_KEY: ${{ secrets.LLM_SECONDARY_API_KEY }}
          LLM_SECONDARY_API_KEYS: ${{ secrets.LLM_SECONDARY_API_KEYS }}
          LLM_SECONDARY_MODELS: ${{ vars.LLM_SECONDARY_MODELS || secrets.LLM_SECONDARY_MODELS }}
          LLM_SECONDARY_ENABLED: ${{ vars.LLM_SECONDARY_ENABLED || secrets.LLM_SECONDARY_ENABLED }}
          LLM_SECONDARY_EXTRA_HEADERS: ${{ vars.LLM_SECONDARY_EXTRA_HEADERS || secrets.LLM_SECONDARY_EXTRA_HEADERS }}

          LLM_GEMINI_PROTOCOL: ${{ vars.LLM_GEMINI_PROTOCOL || secrets.LLM_GEMINI_PROTOCOL }}
          LLM_GEMINI_BASE_URL: ${{ vars.LLM_GEMINI_BASE_URL || secrets.LLM_GEMINI_BASE_URL }}
          LLM_GEMINI_API_KEY: ${{ secrets.LLM_GEMINI_API_KEY }}
          LLM_GEMINI_API_KEYS: ${{ secrets.LLM_GEMINI_API_KEYS }}
          LLM_GEMINI_MODELS: ${{ vars.LLM_GEMINI_MODELS || secrets.LLM_GEMINI_MODELS }}
          LLM_GEMINI_ENABLED: ${{ vars.LLM_GEMINI_ENABLED || secrets.LLM_GEMINI_ENABLED }}
          LLM_GEMINI_EXTRA_HEADERS: ${{ vars.LLM_GEMINI_EXTRA_HEADERS || secrets.LLM_GEMINI_EXTRA_HEADERS }}

          LLM_DEEPSEEK_PROTOCOL: ${{ vars.LLM_DEEPSEEK_PROTOCOL || secrets.LLM_DEEPSEEK_PROTOCOL }}
          LLM_DEEPSEEK_BASE_URL: ${{ vars.LLM_DEEPSEEK_BASE_URL || secrets.LLM_DEEPSEEK_BASE_URL }}
          LLM_DEEPSEEK_API_KEY: ${{ secrets.LLM_DEEPSEEK_API_KEY }}
          LLM_DEEPSEEK_API_KEYS: ${{ secrets.LLM_DEEPSEEK_API_KEYS }}
          LLM_DEEPSEEK_MODELS: ${{ vars.LLM_DEEPSEEK_MODELS || secrets.LLM_DEEPSEEK_MODELS }}
          LLM_DEEPSEEK_ENABLED: ${{ vars.LLM_DEEPSEEK_ENABLED || secrets.LLM_DEEPSEEK_ENABLED }}
          LLM_DEEPSEEK_EXTRA_HEADERS: ${{ vars.LLM_DEEPSEEK_EXTRA_HEADERS || secrets.LLM_DEEPSEEK_EXTRA_HEADERS }}

          LLM_AIHUBMIX_PROTOCOL: ${{ vars.LLM_AIHUBMIX_PROTOCOL || secrets.LLM_AIHUBMIX_PROTOCOL }}
          LLM_AIHUBMIX_BASE_URL: ${{ vars.LLM_AIHUBMIX_BASE_URL || secrets.LLM_AIHUBMIX_BASE_URL }}
          LLM_AIHUBMIX_API_KEY: ${{ secrets.LLM_AIHUBMIX_API_KEY }}
          LLM_AIHUBMIX_API_KEYS: ${{ secrets.LLM_AIHUBMIX_API_KEYS }}
          LLM_AIHUBMIX_MODELS: ${{ vars.LLM_AIHUBMIX_MODELS || secrets.LLM_AIHUBMIX_MODELS }}
          LLM_AIHUBMIX_ENABLED: ${{ vars.LLM_AIHUBMIX_ENABLED || secrets.LLM_AIHUBMIX_ENABLED }}
          LLM_AIHUBMIX_EXTRA_HEADERS: ${{ vars.LLM_AIHUBMIX_EXTRA_HEADERS || secrets.LLM_AIHUBMIX_EXTRA_HEADERS }}

          LLM_ANSPIRE_PROTOCOL: ${{ vars.LLM_ANSPIRE_PROTOCOL || secrets.LLM_ANSPIRE_PROTOCOL }}
          LLM_ANSPIRE_BASE_URL: ${{ vars.LLM_ANSPIRE_BASE_URL || secrets.LLM_ANSPIRE_BASE_URL }}
          LLM_ANSPIRE_API_KEY: ${{ secrets.LLM_ANSPIRE_API_KEY }}
          LLM_ANSPIRE_API_KEYS: ${{ secrets.LLM_ANSPIRE_API_KEYS }}
          LLM_ANSPIRE_MODELS: ${{ vars.LLM_ANSPIRE_MODELS || secrets.LLM_ANSPIRE_MODELS }}
          LLM_ANSPIRE_ENABLED: ${{ vars.LLM_ANSPIRE_ENABLED || secrets.LLM_ANSPIRE_ENABLED }}
          LLM_ANSPIRE_EXTRA_HEADERS: ${{ vars.LLM_ANSPIRE_EXTRA_HEADERS || secrets.LLM_ANSPIRE_EXTRA_HEADERS }}

          LLM_OPENAI_PROTOCOL: ${{ vars.LLM_OPENAI_PROTOCOL || secrets.LLM_OPENAI_PROTOCOL }}
          LLM_OPENAI_BASE_URL: ${{ vars.LLM_OPENAI_BASE_URL || secrets.LLM_OPENAI_BASE_URL }}
          LLM_OPENAI_API_KEY: ${{ secrets.LLM_OPENAI_API_KEY }}
          LLM_OPENAI_API_KEYS: ${{ secrets.LLM_OPENAI_API_KEYS }}
          LLM_OPENAI_MODELS: ${{ vars.LLM_OPENAI_MODELS || secrets.LLM_OPENAI_MODELS }}
          LLM_OPENAI_ENABLED: ${{ vars.LLM_OPENAI_ENABLED || secrets.LLM_OPENAI_ENABLED }}
          LLM_OPENAI_EXTRA_HEADERS: ${{ vars.LLM_OPENAI_EXTRA_HEADERS || secrets.LLM_OPENAI_EXTRA_HEADERS }}

          LLM_ANTHROPIC_PROTOCOL: ${{ vars.LLM_ANTHROPIC_PROTOCOL || secrets.LLM_ANTHROPIC_PROTOCOL }}
          LLM_ANTHROPIC_BASE_URL: ${{ vars.LLM_ANTHROPIC_BASE_URL || secrets.LLM_ANTHROPIC_BASE_URL }}
          LLM_ANTHROPIC_API_KEY: ${{ secrets.LLM_ANTHROPIC_API_KEY }}
          LLM_ANTHROPIC_API_KEYS: ${{ secrets.LLM_ANTHROPIC_API_KEYS }}
          LLM_ANTHROPIC_MODELS: ${{ vars.LLM_ANTHROPIC_MODELS || secrets.LLM_ANTHROPIC_MODELS }}
          LLM_ANTHROPIC_ENABLED: ${{ vars.LLM_ANTHROPIC_ENABLED || secrets.LLM_ANTHROPIC_ENABLED }}
          LLM_ANTHROPIC_EXTRA_HEADERS: ${{ vars.LLM_ANTHROPIC_EXTRA_HEADERS || secrets.LLM_ANTHROPIC_EXTRA_HEADERS }}

          LLM_MOONSHOT_PROTOCOL: ${{ vars.LLM_MOONSHOT_PROTOCOL || secrets.LLM_MOONSHOT_PROTOCOL }}
          LLM_MOONSHOT_BASE_URL: ${{ vars.LLM_MOONSHOT_BASE_URL || secrets.LLM_MOONSHOT_BASE_URL }}
          LLM_MOONSHOT_API_KEY: ${{ secrets.LLM_MOONSHOT_API_KEY }}
          LLM_MOONSHOT_API_KEYS: ${{ secrets.LLM_MOONSHOT_API_KEYS }}
          LLM_MOONSHOT_MODELS: ${{ vars.LLM_MOONSHOT_MODELS || secrets.LLM_MOONSHOT_MODELS }}
          LLM_MOONSHOT_ENABLED: ${{ vars.LLM_MOONSHOT_ENABLED || secrets.LLM_MOONSHOT_ENABLED }}
          LLM_MOONSHOT_EXTRA_HEADERS: ${{ vars.LLM_MOONSHOT_EXTRA_HEADERS || secrets.LLM_MOONSHOT_EXTRA_HEADERS }}

          LLM_DASHSCOPE_PROTOCOL: ${{ vars.LLM_DASHSCOPE_PROTOCOL || secrets.LLM_DASHSCOPE_PROTOCOL }}
          LLM_DASHSCOPE_BASE_URL: ${{ vars.LLM_DASHSCOPE_BASE_URL || secrets.LLM_DASHSCOPE_BASE_URL }}
          LLM_DASHSCOPE_API_KEY: ${{ secrets.LLM_DASHSCOPE_API_KEY }}
          LLM_DASHSCOPE_API_KEYS: ${{ secrets.LLM_DASHSCOPE_API_KEYS }}
          LLM_DASHSCOPE_MODELS: ${{ vars.LLM_DASHSCOPE_MODELS || secrets.LLM_DASHSCOPE_MODELS }}
          LLM_DASHSCOPE_ENABLED: ${{ vars.LLM_DASHSCOPE_ENABLED || secrets.LLM_DASHSCOPE_ENABLED }}
          LLM_DASHSCOPE_EXTRA_HEADERS: ${{ vars.LLM_DASHSCOPE_EXTRA_HEADERS || secrets.LLM_DASHSCOPE_EXTRA_HEADERS }}

          LLM_ZHIPU_PROTOCOL: ${{ vars.LLM_ZHIPU_PROTOCOL || secrets.LLM_ZHIPU_PROTOCOL }}
          LLM_ZHIPU_BASE_URL: ${{ vars.LLM_ZHIPU_BASE_URL || secrets.LLM_ZHIPU_BASE_URL }}
          LLM_ZHIPU_API_KEY: ${{ secrets.LLM_ZHIPU_API_KEY }}
          LLM_ZHIPU_API_KEYS: ${{ secrets.LLM_ZHIPU_API_KEYS }}
          LLM_ZHIPU_MODELS: ${{ vars.LLM_ZHIPU_MODELS || secrets.LLM_ZHIPU_MODELS }}
          LLM_ZHIPU_ENABLED: ${{ vars.LLM_ZHIPU_ENABLED || secrets.LLM_ZHIPU_ENABLED }}
          LLM_ZHIPU_EXTRA_HEADERS: ${{ vars.LLM_ZHIPU_EXTRA_HEADERS || secrets.LLM_ZHIPU_EXTRA_HEADERS }}

          LLM_MINIMAX_PROTOCOL: ${{ vars.LLM_MINIMAX_PROTOCOL || secrets.LLM_MINIMAX_PROTOCOL }}
          LLM_MINIMAX_BASE_URL: ${{ vars.LLM_MINIMAX_BASE_URL || secrets.LLM_MINIMAX_BASE_URL }}
          LLM_MINIMAX_API_KEY: ${{ secrets.LLM_MINIMAX_API_KEY }}
          LLM_MINIMAX_API_KEYS: ${{ secrets.LLM_MINIMAX_API_KEYS }}
          LLM_MINIMAX_MODELS: ${{ vars.LLM_MINIMAX_MODELS || secrets.LLM_MINIMAX_MODELS }}
          LLM_MINIMAX_ENABLED: ${{ vars.LLM_MINIMAX_ENABLED || secrets.LLM_MINIMAX_ENABLED }}
          LLM_MINIMAX_EXTRA_HEADERS: ${{ vars.LLM_MINIMAX_EXTRA_HEADERS || secrets.LLM_MINIMAX_EXTRA_HEADERS }}

          LLM_VOLCENGINE_PROTOCOL: ${{ vars.LLM_VOLCENGINE_PROTOCOL || secrets.LLM_VOLCENGINE_PROTOCOL }}
          LLM_VOLCENGINE_BASE_URL: ${{ vars.LLM_VOLCENGINE_BASE_URL || secrets.LLM_VOLCENGINE_BASE_URL }}
          LLM_VOLCENGINE_API_KEY: ${{ secrets.LLM_VOLCENGINE_API_KEY }}
          LLM_VOLCENGINE_API_KEYS: ${{ secrets.LLM_VOLCENGINE_API_KEYS }}
          LLM_VOLCENGINE_MODELS: ${{ vars.LLM_VOLCENGINE_MODELS || secrets.LLM_VOLCENGINE_MODELS }}
          LLM_VOLCENGINE_ENABLED: ${{ vars.LLM_VOLCENGINE_ENABLED || secrets.LLM_VOLCENGINE_ENABLED }}
          LLM_VOLCENGINE_EXTRA_HEADERS: ${{ vars.LLM_VOLCENGINE_EXTRA_HEADERS || secrets.LLM_VOLCENGINE_EXTRA_HEADERS }}

          LLM_SILICONFLOW_PROTOCOL: ${{ vars.LLM_SILICONFLOW_PROTOCOL || secrets.LLM_SILICONFLOW_PROTOCOL }}
          LLM_SILICONFLOW_BASE_URL: ${{ vars.LLM_SILICONFLOW_BASE_URL || secrets.LLM_SILICONFLOW_BASE_URL }}
          LLM_SILICONFLOW_API_KEY: ${{ secrets.LLM_SILICONFLOW_API_KEY }}
          LLM_SILICONFLOW_API_KEYS: ${{ secrets.LLM_SILICONFLOW_API_KEYS }}
          LLM_SILICONFLOW_MODELS: ${{ vars.LLM_SILICONFLOW_MODELS || secrets.LLM_SILICONFLOW_MODELS }}
          LLM_SILICONFLOW_ENABLED: ${{ vars.LLM_SILICONFLOW_ENABLED || secrets.LLM_SILICONFLOW_ENABLED }}
          LLM_SILICONFLOW_EXTRA_HEADERS: ${{ vars.LLM_SILICONFLOW_EXTRA_HEADERS || secrets.LLM_SILICONFLOW_EXTRA_HEADERS }}

          LLM_OPENROUTER_PROTOCOL: ${{ vars.LLM_OPENROUTER_PROTOCOL || secrets.LLM_OPENROUTER_PROTOCOL }}
          LLM_OPENROUTER_BASE_URL: ${{ vars.LLM_OPENROUTER_BASE_URL || secrets.LLM_OPENROUTER_BASE_URL }}
          LLM_OPENROUTER_API_KEY: ${{ secrets.LLM_OPENROUTER_API_KEY }}
          LLM_OPENROUTER_API_KEYS: ${{ secrets.LLM_OPENROUTER_API_KEYS }}
          LLM_OPENROUTER_MODELS: ${{ vars.LLM_OPENROUTER_MODELS || secrets.LLM_OPENROUTER_MODELS }}
          LLM_OPENROUTER_ENABLED: ${{ vars.LLM_OPENROUTER_ENABLED || secrets.LLM_OPENROUTER_ENABLED }}
          LLM_OPENROUTER_EXTRA_HEADERS: ${{ vars.LLM_OPENROUTER_EXTRA_HEADERS || secrets.LLM_OPENROUTER_EXTRA_HEADERS }}

          LLM_OLLAMA_PROTOCOL: ${{ vars.LLM_OLLAMA_PROTOCOL || secrets.LLM_OLLAMA_PROTOCOL }}
          LLM_OLLAMA_BASE_URL: ${{ vars.LLM_OLLAMA_BASE_URL || secrets.LLM_OLLAMA_BASE_URL }}
          LLM_OLLAMA_API_KEY: ${{ secrets.LLM_OLLAMA_API_KEY }}
          LLM_OLLAMA_API_KEYS: ${{ secrets.LLM_OLLAMA_API_KEYS }}
          LLM_OLLAMA_MODELS: ${{ vars.LLM_OLLAMA_MODELS || secrets.LLM_OLLAMA_MODELS }}
          LLM_OLLAMA_ENABLED: ${{ vars.LLM_OLLAMA_ENABLED || secrets.LLM_OLLAMA_ENABLED }}
          LLM_OLLAMA_EXTRA_HEADERS: ${{ vars.LLM_OLLAMA_EXTRA_HEADERS || secrets.LLM_OLLAMA_EXTRA_HEADERS }}

          # ==========================================
          # 数据源
          # ==========================================
          TUSHARE_TOKEN: ${{ secrets.TUSHARE_TOKEN }}
          # Longbridge OpenAPI（美股/港股实时行情字段补充；不设则仅 YFinance/AkShare，无 [Longbridge] 调用）
          LONGBRIDGE_OAUTH_CLIENT_ID: ${{ vars.LONGBRIDGE_OAUTH_CLIENT_ID || secrets.LONGBRIDGE_OAUTH_CLIENT_ID }}
          LONGBRIDGE_OAUTH_TOKEN_CACHE_B64: ${{ secrets.LONGBRIDGE_OAUTH_TOKEN_CACHE_B64 }}
          LONGBRIDGE_APP_KEY: ${{ secrets.LONGBRIDGE_APP_KEY }}
          LONGBRIDGE_APP_SECRET: ${{ secrets.LONGBRIDGE_APP_SECRET }}
          LONGBRIDGE_ACCESS_TOKEN: ${{ secrets.LONGBRIDGE_ACCESS_TOKEN }}
          LONGBRIDGE_REGION: ${{ vars.LONGBRIDGE_REGION || secrets.LONGBRIDGE_REGION }}
          LONGBRIDGE_HTTP_URL: ${{ vars.LONGBRIDGE_HTTP_URL || secrets.LONGBRIDGE_HTTP_URL }}
          LONGBRIDGE_QUOTE_WS_URL: ${{ vars.LONGBRIDGE_QUOTE_WS_URL || secrets.LONGBRIDGE_QUOTE_WS_URL }}
          LONGBRIDGE_TRADE_WS_URL: ${{ vars.LONGBRIDGE_TRADE_WS_URL || secrets.LONGBRIDGE_TRADE_WS_URL }}
          LONGBRIDGE_STATIC_INFO_TTL_SECONDS: ${{ vars.LONGBRIDGE_STATIC_INFO_TTL_SECONDS || secrets.LONGBRIDGE_STATIC_INFO_TTL_SECONDS }}
          LONGBRIDGE_ENABLE_OVERNIGHT: ${{ vars.LONGBRIDGE_ENABLE_OVERNIGHT || secrets.LONGBRIDGE_ENABLE_OVERNIGHT }}
          LONGBRIDGE_PUSH_CANDLESTICK_MODE: ${{ vars.LONGBRIDGE_PUSH_CANDLESTICK_MODE || secrets.LONGBRIDGE_PUSH_CANDLESTICK_MODE }}
          LONGBRIDGE_PRINT_QUOTE_PACKAGES: ${{ vars.LONGBRIDGE_PRINT_QUOTE_PACKAGES || secrets.LONGBRIDGE_PRINT_QUOTE_PACKAGES }}
          
          # ==========================================
          # 搜索服务
          # ==========================================
          ANSPIRE_API_KEYS: ${{ secrets.ANSPIRE_API_KEYS }} 
          ANSPIRE_LLM_MODEL: ${{ vars.ANSPIRE_LLM_MODEL || secrets.ANSPIRE_LLM_MODEL }}
          ANSPIRE_LLM_BASE_URL: ${{ vars.ANSPIRE_LLM_BASE_URL || secrets.ANSPIRE_LLM_BASE_URL }}
          ANSPIRE_LLM_ENABLED: ${{ vars.ANSPIRE_LLM_ENABLED || secrets.ANSPIRE_LLM_ENABLED }}
          BOCHA_API_KEYS: ${{ secrets.BOCHA_API_KEYS }}
          TAVILY_API_KEYS: ${{ secrets.TAVILY_API_KEYS }}
          SERPAPI_API_KEYS: ${{ secrets.SERPAPI_API_KEYS }}
          MINIMAX_API_KEYS: ${{ secrets.MINIMAX_API_KEYS }}
          BRAVE_API_KEYS: ${{ secrets.BRAVE_API_KEYS }}
          SEARXNG_BASE_URLS: ${{ vars.SEARXNG_BASE_URLS || secrets.SEARXNG_BASE_URLS }}
          SEARXNG_PUBLIC_INSTANCES_ENABLED: ${{ vars.SEARXNG_PUBLIC_INSTANCES_ENABLED || secrets.SEARXNG_PUBLIC_INSTANCES_ENABLED }}
          
          # ==========================================
          # 通知渠道（可同时配置多个，全部推送）
          # ==========================================
          
          # 方式一：企业微信 Webhook
          WECHAT_WEBHOOK_URL: ${{ secrets.WECHAT_WEBHOOK_URL }}
          WECHAT_MSG_TYPE: ${{ vars.WECHAT_MSG_TYPE || secrets.WECHAT_MSG_TYPE || 'markdown' }}
          
          # 方式二：飞书 Webhook
          FEISHU_WEBHOOK_URL: ${{ secrets.FEISHU_WEBHOOK_URL }}
          FEISHU_WEBHOOK_SECRET: ${{ secrets.FEISHU_WEBHOOK_SECRET }}
          FEISHU_WEBHOOK_KEYWORD: ${{ vars.FEISHU_WEBHOOK_KEYWORD || secrets.FEISHU_WEBHOOK_KEYWORD }}
          
          # 方式三：Telegram
          TELEGRAM_BOT_TOKEN: ${{ secrets.TELEGRAM_BOT_TOKEN }}
          TELEGRAM_CHAT_ID: ${{ secrets.TELEGRAM_CHAT_ID }}
          TELEGRAM_MESSAGE_THREAD_ID: ${{ secrets.TELEGRAM_MESSAGE_THREAD_ID }}
          
          # 方式四：邮件
          EMAIL_SENDER: ${{ vars.EMAIL_SENDER || secrets.EMAIL_SENDER }}
          EMAIL_PASSWORD: ${{ secrets.EMAIL_PASSWORD }}
          EMAIL_RECEIVERS: ${{ vars.EMAIL_RECEIVERS || secrets.EMAIL_RECEIVERS }}
          EMAIL_SENDER_NAME: ${{ vars.EMAIL_SENDER_NAME || secrets.EMAIL_SENDER_NAME || 'daily_stock_analysis股票分析助手' }}
          
          # 方式五：Pushover
          PUSHOVER_USER_KEY: ${{ secrets.PUSHOVER_USER_KEY }}
          PUSHOVER_API_TOKEN: ${{ secrets.PUSHOVER_API_TOKEN }}

          # 方式五扩展：ntfy
          NTFY_URL: ${{ secrets.NTFY_URL }}
          NTFY_TOKEN: ${{ secrets.NTFY_TOKEN }}

          # 方式五扩展：Gotify
          GOTIFY_URL: ${{ secrets.GOTIFY_URL }}
          GOTIFY_TOKEN: ${{ secrets.GOTIFY_TOKEN }}
          
          # 方式六：PushPlus ⬅️ 新增！
          PUSHPLUS_TOKEN: ${{ secrets.PUSHPLUS_TOKEN }}
          PUSHPLUS_TOPIC: ${{ vars.PUSHPLUS_TOPIC || secrets.PUSHPLUS_TOPIC }}
          
          # 方式七：自定义 Webhook（钉钉、Bark、自建服务等）
          CUSTOM_WEBHOOK_URLS: ${{ secrets.CUSTOM_WEBHOOK_URLS }}
          CUSTOM_WEBHOOK_BEARER_TOKEN: ${{ secrets.CUSTOM_WEBHOOK_BEARER_TOKEN }}
          CUSTOM_WEBHOOK_BODY_TEMPLATE: ${{ vars.CUSTOM_WEBHOOK_BODY_TEMPLATE || secrets.CUSTOM_WEBHOOK_BODY_TEMPLATE }}
          WEBHOOK_VERIFY_SSL: ${{ vars.WEBHOOK_VERIFY_SSL || secrets.WEBHOOK_VERIFY_SSL || 'true' }}
          
          # 方式八：Discord
          DISCORD_WEBHOOK_URL: ${{ secrets.DISCORD_WEBHOOK_URL }}
          DISCORD_BOT_TOKEN: ${{ secrets.DISCORD_BOT_TOKEN }}
          DISCORD_MAIN_CHANNEL_ID: ${{ secrets.DISCORD_MAIN_CHANNEL_ID }}
          
          # 方式九：飞书云文档
          FEISHU_APP_ID: ${{ secrets.FEISHU_APP_ID }}
          FEISHU_APP_SECRET: ${{ secrets.FEISHU_APP_SECRET }}
          FEISHU_FOLDER_TOKEN: ${{ secrets.FEISHU_FOLDER_TOKEN }}
          FEISHU_CHAT_ID: ${{ vars.FEISHU_CHAT_ID || secrets.FEISHU_CHAT_ID }}
          FEISHU_RECEIVE_ID_TYPE: ${{ vars.FEISHU_RECEIVE_ID_TYPE || secrets.FEISHU_RECEIVE_ID_TYPE }}
          FEISHU_DOMAIN: ${{ vars.FEISHU_DOMAIN || secrets.FEISHU_DOMAIN }}

          # 方式十：AstrBot
          ASTRBOT_URL: ${{ secrets.ASTRBOT_URL }}
          ASTRBOT_TOKEN: ${{ secrets.ASTRBOT_TOKEN }}

          # 方式十一：Server酱3
          SERVERCHAN3_SENDKEY: ${{ secrets.SERVERCHAN3_SENDKEY }}

          # 方式十二：Slack
          SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }}
          SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
          SLACK_CHANNEL_ID: ${{ secrets.SLACK_CHANNEL_ID }}

          # 通知路由策略（留空时保持全部已配置渠道）
          NOTIFICATION_REPORT_CHANNELS: ${{ vars.NOTIFICATION_REPORT_CHANNELS || secrets.NOTIFICATION_REPORT_CHANNELS }}
          NOTIFICATION_ALERT_CHANNELS: ${{ vars.NOTIFICATION_ALERT_CHANNELS || secrets.NOTIFICATION_ALERT_CHANNELS }}
          NOTIFICATION_SYSTEM_ERROR_CHANNELS: ${{ vars.NOTIFICATION_SYSTEM_ERROR_CHANNELS || secrets.NOTIFICATION_SYSTEM_ERROR_CHANNELS }}
          NOTIFICATION_DEDUP_TTL_SECONDS: ${{ vars.NOTIFICATION_DEDUP_TTL_SECONDS || secrets.NOTIFICATION_DEDUP_TTL_SECONDS || '0' }}
          NOTIFICATION_COOLDOWN_SECONDS: ${{ vars.NOTIFICATION_COOLDOWN_SECONDS || secrets.NOTIFICATION_COOLDOWN_SECONDS || '0' }}
          NOTIFICATION_QUIET_HOURS: ${{ vars.NOTIFICATION_QUIET_HOURS || secrets.NOTIFICATION_QUIET_HOURS }}
          NOTIFICATION_TIMEZONE: ${{ vars.NOTIFICATION_TIMEZONE || secrets.NOTIFICATION_TIMEZONE }}
          NOTIFICATION_MIN_SEVERITY: ${{ vars.NOTIFICATION_MIN_SEVERITY || secrets.NOTIFICATION_MIN_SEVERITY }}
          NOTIFICATION_DAILY_DIGEST_ENABLED: ${{ vars.NOTIFICATION_DAILY_DIGEST_ENABLED || secrets.NOTIFICATION_DAILY_DIGEST_ENABLED || 'false' }}

          # ==========================================
          # 自选股配置
          # ==========================================
          STOCK_LIST: ${{ vars.STOCK_LIST || secrets.STOCK_LIST || '600519' }}
          MARKET_REVIEW_REGION: ${{ vars.MARKET_REVIEW_REGION || secrets.MARKET_REVIEW_REGION || 'cn' }}
          MARKET_REVIEW_COLOR_SCHEME: ${{ vars.MARKET_REVIEW_COLOR_SCHEME || secrets.MARKET_REVIEW_COLOR_SCHEME || 'green_up' }}
          
          # ==========================================
          # 运行配置 ⬅️ 新增！
          # ==========================================
          REPORT_TYPE: ${{ vars.REPORT_TYPE || secrets.REPORT_TYPE || 'simple' }}
          REPORT_LANGUAGE: ${{ vars.REPORT_LANGUAGE || secrets.REPORT_LANGUAGE || '' }}
          REPORT_SHOW_LLM_MODEL: ${{ vars.REPORT_SHOW_LLM_MODEL || secrets.REPORT_SHOW_LLM_MODEL || 'true' }}
          SINGLE_STOCK_NOTIFY: ${{ vars.SINGLE_STOCK_NOTIFY || secrets.SINGLE_STOCK_NOTIFY || 'false' }}
          MARKET_REVIEW_ENABLED: ${{ vars.MARKET_REVIEW_ENABLED || secrets.MARKET_REVIEW_ENABLED || 'true' }}
          ANALYSIS_DELAY: ${{ vars.ANALYSIS_DELAY || secrets.ANALYSIS_DELAY || '0' }}
          TRADING_DAY_CHECK_ENABLED: ${{ vars.TRADING_DAY_CHECK_ENABLED || secrets.TRADING_DAY_CHECK_ENABLED || 'true' }}
          
          # ==========================================
          # 系统配置
          # ==========================================
          LOG_LEVEL: INFO
          MAX_WORKERS: ${{ vars.MAX_WORKERS || secrets.MAX_WORKERS || '1' }}
          # 筹码分布：默认 false（云端接口不稳定）；需启用时在 Settings → Variables 添加 ENABLE_CHIP_DISTRIBUTION=true
          ENABLE_CHIP_DISTRIBUTION: ${{ vars.ENABLE_CHIP_DISTRIBUTION || secrets.ENABLE_CHIP_DISTRIBUTION || 'false' }}
          # 实时行情数据源优先级（腾讯有量比且稳定，推荐首选）
          # 可选值: tencent, akshare_sina, efinance, akshare_em, tushare
          # 如果有 Tushare Pro 高积分账号，可将 tushare 放在首位
          REALTIME_SOURCE_PRIORITY: ${{ vars.REALTIME_SOURCE_PRIORITY || 'tencent,akshare_sina,efinance,akshare_em' }}
          
        run: |
          # 处理 LITELLM YAML 配置文件
          if [ -n "$LITELLM_CONFIG_YAML" ] && [ -n "$LITELLM_CONFIG" ]; then
            echo "📝 使用 GitHub Actions Secrets/Variables 中的 LITELLM_CONFIG_YAML 配置"
            # 确保目录存在
            mkdir -p "$(dirname "$LITELLM_CONFIG")"
            # 写入配置文件（覆盖已有文件）
            echo "$LITELLM_CONFIG_YAML" > "$LITELLM_CONFIG"
            echo "✅ LITELLM 配置文件已写入: $LITELLM_CONFIG"
          fi

          # 判断运行模式
          MODE="${{ github.event.inputs.mode || 'full' }}"
          
          echo "=========================================="
          echo "🚀 A股自选股智能分析系统"
          echo "=========================================="
          echo "⏰ 时间: $(TZ='Asia/Shanghai' date '+%Y-%m-%d %H:%M:%S')"
          echo "🎯 运行模式: $MODE"
          echo "📊 自选股: $STOCK_LIST"
          echo "📝 报告类型: $REPORT_TYPE"
          echo ""
          echo "=========================================="
          echo "📋 配置检查"
          echo "=========================================="
          echo "【AI 配置】"
          if [ -n "$LITELLM_CONFIG" ] || [ -n "$LITELLM_API_KEY" ] || [ -n "$LITELLM_MODEL" ] || [ -n "$ANSPIRE_API_KEYS" ]; then
            echo "  LiteLLM: ✅ 已配置"
          else
            echo "  LiteLLM: ❌ 未配置"
          fi
          echo "  Gemini API Key: $([ -n "$GEMINI_API_KEY" ] && echo '✅ 已配置' || echo '❌ 未配置')"
          echo "  DeepSeek Key:   $([ -n "$DEEPSEEK_API_KEY" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  Anspire Key:    $([ -n "$ANSPIRE_API_KEYS" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  AIHubMix Key:   $([ -n "$AIHUBMIX_KEY" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  OpenAI API Key: $([ -n "$OPENAI_API_KEY" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  Anthropic Key:  $([ -n "$ANTHROPIC_API_KEY" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo ""
          echo "【数据源】"
          echo "  Tushare Token: $([ -n "$TUSHARE_TOKEN" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          if [ -n "$LONGBRIDGE_APP_KEY" ] && [ -n "$LONGBRIDGE_APP_SECRET" ] && [ -n "$LONGBRIDGE_ACCESS_TOKEN" ]; then
            echo "  Longbridge: ✅ 已配置（Legacy API Key）"
          elif [ -n "$LONGBRIDGE_OAUTH_CLIENT_ID" ] || { [ -n "$LONGBRIDGE_APP_KEY" ] && [ -z "$LONGBRIDGE_ACCESS_TOKEN" ]; }; then
            echo "  Longbridge: $([ -n "$LONGBRIDGE_OAUTH_TOKEN_CACHE_B64" ] && echo '✅ 已配置（OAuth token cache）' || echo '🟡 已配置 OAuth client，缺少 token cache')"
          else
            echo "  Longbridge: ⚪ 未配置（仅 YFinance 等，无长桥调用）"
          fi
          echo ""
          echo "【搜索引擎】"
          echo "  Bocha API Keys: $([ -n "$BOCHA_API_KEYS" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  Tavily API Keys: $([ -n "$TAVILY_API_KEYS" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  SerpAPI Keys: $([ -n "$SERPAPI_API_KEYS" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  MiniMax API Keys: $([ -n "$MINIMAX_API_KEYS" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  Brave API Keys: $([ -n "$BRAVE_API_KEYS" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  SearXNG Base URLs: $([ -n "$SEARXNG_BASE_URLS" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          case "${SEARXNG_PUBLIC_INSTANCES_ENABLED,,}" in
            0|false|no|off)
              echo "  SearXNG Public Instances: ❌ 已禁用"
              ;;
            "")
              echo "  SearXNG Public Instances: ✅ 默认开启"
              ;;
            *)
              echo "  SearXNG Public Instances: ✅ 已启用"
              ;;
          esac
          echo ""
          echo "【通知渠道】"
          echo "  PushPlus: $([ -n "$PUSHPLUS_TOKEN" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  ntfy: $([ -n "$NTFY_URL" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  Gotify: $([ -n "$GOTIFY_URL" ] && [ -n "$GOTIFY_TOKEN" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  企业微信: $([ -n "$WECHAT_WEBHOOK_URL" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  飞书: $( ([ -n "$FEISHU_WEBHOOK_URL" ] || ([ -n "$FEISHU_APP_ID" ] && [ -n "$FEISHU_APP_SECRET" ] && [ -n "$FEISHU_CHAT_ID" ]) ) && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  Telegram: $([ -n "$TELEGRAM_BOT_TOKEN" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  Discord: $([ -n "$DISCORD_WEBHOOK_URL" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  AstrBot: $([ -n "$ASTRBOT_URL" ] && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "  Slack: $(([ -n "$SLACK_WEBHOOK_URL" ] || ([ -n "$SLACK_BOT_TOKEN" ] && [ -n "$SLACK_CHANNEL_ID" ])) && echo '✅ 已配置' || echo '⚪ 未配置')"
          echo "=========================================="
          echo ""
          
          # 构建命令行参数
          FORCE_RUN_ARG=""
          if [ "${{ github.event.inputs.force_run }}" = "true" ]; then
            FORCE_RUN_ARG="--force-run"
            echo "⚡ 已启用强制运行模式（跳过交易日检查）"
          fi

          # 执行分析
          if [ "$MODE" = "market-only" ]; then
            python main.py --market-review $FORCE_RUN_ARG
          elif [ "$MODE" = "stocks-only" ]; then
            python main.py --no-market-review $FORCE_RUN_ARG
          else
            python main.py $FORCE_RUN_ARG
          fi
      
      - name: 上传分析报告
        uses: actions/upload-artifact@v6
        if: always()
        with:
          name: analysis-reports-${{ github.run_number }}
          path: |
            reports/
            logs/
          retention-days: 30
      
      - name: 显示运行结果
        if: always()
        run: |
          echo ""
          echo "=========================================="
          echo "📊 分析完成"
          echo "=========================================="
          if [ -d "reports" ] && [ "$(ls -A reports 2>/dev/null)" ]; then
            echo "生成的报告:"
            ls -la reports/
          else
            echo "⚠️ 未生成报告文件"
          fi
          echo ""
          if [ -f "logs/stock_analysis_$(date +%Y%m%d).log" ]; then
            echo "📜 最近日志（最后 30 行）:"
            tail -30 logs/stock_analysis_*.log 2>/dev/null || echo "无日志"
          fi