{
  "topics": [
    {
      "name": "股票投研体系",
      "dimension": "domain_knowledge",
      "status": "in_progress",
      "goal": "小唯建立股票分析能力，牧尘从零学习，双方共同制定交易策略",
      "learning_path": [
        {
          "phase": 1,
          "title": "股票基础概念",
          "items": [
            "A股交易规则（涨跌幅/T+1/集合竞价）",
            "K线基础（阳线/阴线/十字星）",
            "核心指标（市盈率/换手率/成交量/持仓量）",
            "均线系统（MA5/MA10/MA20/MA60）"
          ],
          "done": false
        },
        {
          "phase": 2,
          "title": "技术分析框架",
          "items": [
            "MACD指标原理与实战用法",
            "KDJ随机指标",
            "布林带（Boll）",
            "成交量与价格关系（放量/缩量）",
            "支撑位与压力位判断"
          ],
          "done": false
        },
        {
          "phase": 3,
          "title": "基本面分析",
          "items": [
            "财报基础（利润表/资产负债表/现金流量表）",
            "估值方法（市盈率/市净率/PEG）",
            "行业分析（赛道/竞争格局）",
            "宏观因素（利率/政策/情绪）"
          ],
          "done": false
        },
        {
          "phase": 4,
          "title": "小唯量化工具链",
          "items": [
            "akshare数据获取（行情/财务/指数）",
            "tushare数据接口",
            "技术指标计算（pandas/numpy）",
            "回测框架（backtrader/quantstats）",
            "飞书信号推送"
          ],
          "done": false
        },
        {
          "phase": 5,
          "title": "模拟交易与策略验证",
          "items": [
            "选择模拟平台（聚宽/掘金/自建）",
            "历史数据回测",
            "模拟账户运行",
            "收益达到预期标准（待定）",
            "风控规则固化"
          ],
          "done": false
        }
      ],
      "created_at": "2026-07-11",
      "last_research": "2026-07-11",
      "expected": "小唯能独立输出个股分析报告，牧尘能理解并参与策略制定",
      "notes": "目标：先模拟，达到预期再实操。风控由牧尘定。"
    }
  ]
}