{
  "meta": {
    "version": "0.1.15",
    "commit": "f84b2977a5aadc76fd0e709a2cc3d241f35add33",
    "generated": "2026-09-13",
    "entry_count": 861,
    "category_count": 22,
    "source_files": 1332,
    "skill_documents": 91,
    "quantlib_files": 25,
    "located_count": 796,
    "factor_count": 462
  },
  "entries": [
    {
      "term": "标的／交易品种",
      "english": "Underlying, Instrument, Symbol",
      "explanation": "你实际研究或买卖的对象，例如某只股票、一个 ETF 或一份期货合约。Symbol 是系统用来识别它的代码。",
      "category": "市场与金融产品",
      "id": "t0001",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 60,
        "matched": "标的",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L60",
        "kind": "文档"
      }
    },
    {
      "term": "证券",
      "english": "Security",
      "explanation": "代表某种财产权利、可以依法发行或交易的金融凭证，例如股票和债券。",
      "category": "市场与金融产品",
      "id": "t0002",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 63,
        "matched": "证券",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L63",
        "kind": "文档"
      }
    },
    {
      "term": "股票／权益资产",
      "english": "Stock, Equity",
      "explanation": "一家公司的所有权份额。买股票相当于买下公司很小的一部分，收益可能来自股价变化和分红。",
      "category": "市场与金融产品",
      "id": "t0003",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 60,
        "matched": "股票",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L60",
        "kind": "文档"
      }
    },
    {
      "term": "A 股",
      "english": "A-share",
      "explanation": "在中国内地证券市场上市、以人民币交易的一类股票。不同板块和品种的具体交易规则并不完全一样。",
      "category": "市场与金融产品",
      "id": "t0004",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 3,
        "matched": "A-share",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "港股／H 股",
      "english": "Hong Kong stock, H-share",
      "explanation": "港股是香港市场上市股票的统称；H 股特指在中国内地注册、在香港上市的公司的股份。两者范围不同。",
      "category": "市场与金融产品",
      "id": "t0005",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 3,
        "matched": "H-share",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "美股",
      "english": "US equity",
      "explanation": "在美国证券市场上市交易的股票；公司本身不一定在美国注册或经营。",
      "category": "市场与金融产品",
      "id": "t0006",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 3,
        "matched": "美股",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "ADR／美国存托凭证",
      "english": "American Depositary Receipt",
      "explanation": "由存托机构发行、代表境外公司股份权益的凭证。一份 ADR 可能对应多股或不足一股原股票，换算时要看存托比例。",
      "category": "市场与金融产品",
      "id": "t0007",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 2,
        "matched": "adr",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "A/H 溢价",
      "english": "A/H premium",
      "explanation": "同一家公司 A 股相对 H 股贵多少，通常先统一汇率再比较。两地股票未必可以自由互换，价差不等于无风险套利空间。",
      "category": "市场与金融产品",
      "id": "t0008",
      "source": null
    },
    {
      "term": "交叉上市／双重上市",
      "english": "Cross listing, Dual listing",
      "explanation": "同一公司在多个证券市场挂牌。各地股份权利、转换条件、币种和流动性可能不同。",
      "category": "市场与金融产品",
      "id": "t0009",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 3,
        "matched": "cross-listing",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "大盘股／小盘股／微盘股",
      "english": "Large cap, Small cap, Micro cap",
      "explanation": "按公司市值大小划分的股票群体。划分门槛会随市场和研究方法变化，不是固定金额。",
      "category": "市场与金融产品",
      "id": "t0010",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 124,
        "matched": "小盘股",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L124",
        "kind": "文档"
      }
    },
    {
      "term": "市值",
      "english": "Market capitalization, Market cap",
      "explanation": "股价乘以对应股本，表示市场给公司股权标出的总价。市值很高不代表公司账上现金很多。",
      "category": "市场与金融产品",
      "id": "t0011",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 161,
        "matched": "市值",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L161",
        "kind": "文档"
      }
    },
    {
      "term": "流通市值／自由流通股",
      "english": "Free-float market cap, Free float",
      "explanation": "只考虑可在市场交易的股份；“自由流通”通常还会剔除战略性长期持股。指数和数据商的口径可能不同。",
      "category": "市场与金融产品",
      "id": "t0012",
      "source": {
        "path": "agent/src/skills/hk-connect-flow/SKILL.md",
        "line": 29,
        "matched": "free-float market cap",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hk-connect-flow/SKILL.md#L29",
        "kind": "文档"
      }
    },
    {
      "term": "股本／总股数",
      "english": "Shares outstanding",
      "explanation": "公司已经发行、尚未注销的股份数量。增发、回购注销和拆股都会影响它。",
      "category": "市场与金融产品",
      "id": "t0013",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 161,
        "matched": "股本",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L161",
        "kind": "文档"
      }
    },
    {
      "term": "指数／基准指数",
      "english": "Index",
      "explanation": "按一套规则把一篮子证券合成为一个数，方便观察市场或比较业绩。指数本身通常不能像股票一样直接买卖。",
      "category": "市场与金融产品",
      "id": "t0014",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 65,
        "matched": "基准指数",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L65",
        "kind": "文档"
      }
    },
    {
      "term": "成分股／指数权重",
      "english": "Constituent, Index weight",
      "explanation": "组成指数的股票，以及每只股票对指数涨跌的影响比例。权重可以按市值、价格或其他规则确定。",
      "category": "市场与金融产品",
      "id": "t0015",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 129,
        "matched": "index_weight",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L129",
        "kind": "文档"
      }
    },
    {
      "term": "沪深 300／中证 500／中证 1000",
      "english": "CSI 300, CSI 500, CSI 1000",
      "explanation": "项目常用的 A 股规模指数，分别代表不同范围的大中小市值股票群体；具体样本以指数编制方案为准。",
      "category": "市场与金融产品",
      "id": "t0016",
      "source": {
        "path": "agent/SKILL.md",
        "line": 404,
        "matched": "CSI 300",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L404",
        "kind": "文档"
      }
    },
    {
      "term": "恒生指数／标普 500／纳斯达克指数",
      "english": "HSI, S&P 500, Nasdaq",
      "explanation": "项目用于观察港美股的常见指数名称。“纳指”可能指综合指数或纳斯达克 100，使用时必须确认是哪一个。",
      "category": "市场与金融产品",
      "id": "t0017",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 85,
        "matched": "NASDAQ",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L85",
        "kind": "文档"
      }
    },
    {
      "term": "行业／板块",
      "english": "Sector, Industry",
      "explanation": "按业务或市场主题把股票分组，例如银行、医药或半导体。主题板块可能跨越多个正式行业。",
      "category": "市场与金融产品",
      "id": "t0018",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 24,
        "matched": "板块",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "债券／固定收益",
      "english": "Bond, Fixed income",
      "explanation": "投资者把钱借给发行人，按约定收取利息和本金。固定收益是资产类别名称，不代表市场价格或实际收益固定。",
      "category": "市场与金融产品",
      "id": "t0019",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 70,
        "matched": "债券",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L70",
        "kind": "文档"
      }
    },
    {
      "term": "国债／主权债",
      "english": "Government bond, Sovereign debt",
      "explanation": "政府发行的债务凭证。不同国家、币种和期限的信用与价格风险不同。",
      "category": "市场与金融产品",
      "id": "t0020",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 80,
        "matched": "国债",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L80",
        "kind": "文档"
      }
    },
    {
      "term": "公司债／信用债",
      "english": "Corporate bond, Credit bond",
      "explanation": "企业等非主权主体发行的债券。除了利率变化，还要关心发行人能否按时还钱。",
      "category": "市场与金融产品",
      "id": "t0021",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 26,
        "matched": "信用债",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L26",
        "kind": "文档"
      }
    },
    {
      "term": "基金／公募基金",
      "english": "Fund, Mutual fund",
      "explanation": "把许多投资者的钱集中起来，由管理人按约定策略投资。投资者持有基金份额，间接分享组合盈亏。",
      "category": "市场与金融产品",
      "id": "t0022",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 237,
        "matched": "基金",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L237",
        "kind": "文档"
      }
    },
    {
      "term": "ETF／交易型开放式指数基金",
      "english": "Exchange-traded fund",
      "explanation": "基金份额可以像股票一样在交易所买卖，也有申购赎回机制。ETF 不一定都跟踪股票指数，也可能投资债券、商品等。",
      "category": "市场与金融产品",
      "id": "t0023",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 51,
        "matched": "ETF",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L51",
        "kind": "文档"
      }
    },
    {
      "term": "ETN／交易所交易票据",
      "english": "Exchange-traded note",
      "explanation": "通常由金融机构发行、收益与某个指标挂钩的债务工具。它与持有实际资产的基金不同，还承担发行人的信用风险。",
      "category": "市场与金融产品",
      "id": "t0024",
      "source": {
        "path": "agent/src/swarm/grounding.py",
        "line": 106,
        "matched": "ETN",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/swarm/grounding.py#L106",
        "kind": "源码"
      }
    },
    {
      "term": "FOF／基金中的基金",
      "english": "Fund of funds",
      "explanation": "主要投资其他基金的基金，相当于帮你挑选和组合基金经理。需要留意不同层级的费用。",
      "category": "市场与金融产品",
      "id": "t0025",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 3,
        "matched": "FOF",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "REITs／不动产投资信托",
      "english": "Real estate investment trust",
      "explanation": "让投资者通过标准化份额参与房地产或基础设施等资产的收益。具体持有结构和分配要求因市场而异。",
      "category": "市场与金融产品",
      "id": "t0026",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 86,
        "matched": "REITs",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L86",
        "kind": "文档"
      }
    },
    {
      "term": "期货",
      "english": "Futures",
      "explanation": "约定未来按合约规则交割或结算某项资产的标准化合约。通常交保证金交易，盈亏仍按完整合约价值计算。",
      "category": "市场与金融产品",
      "id": "t0027",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 282,
        "matched": "期货",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L282",
        "kind": "文档"
      }
    },
    {
      "term": "远期合约",
      "english": "Forward",
      "explanation": "双方约定未来以事先确定的价格交易，条款通常可以定制。与交易所期货相比，更要关注对手方和合同安排。",
      "category": "市场与金融产品",
      "id": "t0028",
      "source": {
        "path": "agent/src/skills/mootdx/SKILL.md",
        "line": 14,
        "matched": "forward",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/mootdx/SKILL.md#L14",
        "kind": "文档"
      }
    },
    {
      "term": "期权",
      "english": "Option",
      "explanation": "买方付费取得在约定条件下买入或卖出资产的权利；卖方收钱并承担相应履约义务。权利与义务不对称。",
      "category": "市场与金融产品",
      "id": "t0029",
      "source": {
        "path": "agent/src/skills/mootdx/SKILL.md",
        "line": 21,
        "matched": "期权",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/mootdx/SKILL.md#L21",
        "kind": "文档"
      },
      "reference": {
        "title": "SEC Investor.gov：投资术语",
        "url": "https://www.investor.gov/introduction-investing/investing-basics/glossary"
      }
    },
    {
      "term": "衍生品",
      "english": "Derivative",
      "explanation": "价值依赖另一种资产、利率或指标的合约，期货和期权都属于这一类。",
      "category": "市场与金融产品",
      "id": "t0030",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 430,
        "matched": "衍生品",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L430",
        "kind": "文档"
      }
    },
    {
      "term": "现货",
      "english": "Spot",
      "explanation": "直接交易当前资产，而不是只交易未来交割或价格变化的合约。具体交收时间仍取决于市场规则。",
      "category": "市场与金融产品",
      "id": "t0031",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 171,
        "matched": "现货",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L171",
        "kind": "文档"
      }
    },
    {
      "term": "商品／大宗商品",
      "english": "Commodity",
      "explanation": "原油、黄金、铜、农产品等标准化程度较高的实物商品，可以通过现货、期货或基金获得敞口。",
      "category": "市场与金融产品",
      "id": "t0032",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 57,
        "matched": "Commodity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L57",
        "kind": "文档"
      }
    },
    {
      "term": "外汇／货币对",
      "english": "FX, Forex, Currency pair",
      "explanation": "一种货币相对另一种货币的价格。例如 USD/CNY 上升表示一美元能换更多人民币。",
      "category": "市场与金融产品",
      "id": "t0033",
      "source": {
        "path": "agent/src/skills/cross-market-strategy/SKILL.md",
        "line": 3,
        "matched": "forex",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/cross-market-strategy/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "基础货币／报价货币",
      "english": "Base currency, Quote currency",
      "explanation": "货币对前面的币种是被计价对象，后面的是计价单位。例如 BTC/USDT 表示一枚 BTC 值多少 USDT。",
      "category": "市场与金融产品",
      "id": "t0034",
      "source": {
        "path": "agent/src/skills/vnpy-export/SKILL.md",
        "line": 227,
        "matched": "base-currency",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/vnpy-export/SKILL.md#L227",
        "kind": "文档"
      }
    },
    {
      "term": "交易所／券商",
      "english": "Exchange, Broker",
      "explanation": "交易所组织交易和制定市场规则；券商为客户开户、传递订单等。项目连接券商接口不等于自己就是交易所。",
      "category": "市场与金融产品",
      "id": "t0035",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 18,
        "matched": "exchange",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L18",
        "kind": "文档"
      }
    },
    {
      "term": "场内／场外",
      "english": "Exchange-traded, OTC",
      "explanation": "场内交易在交易所规则体系下进行；场外交易通常由交易双方或经纪网络协商完成。",
      "category": "市场与金融产品",
      "id": "t0036",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 21,
        "matched": "OTC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L21",
        "kind": "文档"
      }
    },
    {
      "term": "一级市场／二级市场",
      "english": "Primary market, Secondary market",
      "explanation": "一级市场是发行人向投资者发行证券；二级市场是投资者之间转让已发行的证券。",
      "category": "市场与金融产品",
      "id": "t0037",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 51,
        "matched": "一级市场",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L51",
        "kind": "文档"
      }
    },
    {
      "term": "IPO／首次公开发行",
      "english": "Initial public offering",
      "explanation": "公司首次向公众发行股票并通常伴随上市。发行价和上市后市场成交价可能相差很大。",
      "category": "市场与金融产品",
      "id": "t0038",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 108,
        "matched": "IPO",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L108",
        "kind": "文档"
      }
    },
    {
      "term": "退市",
      "english": "Delisting",
      "explanation": "证券退出某个交易所的上市交易体系。退市不自动等于公司清算，也不保证投资者还能方便卖出。",
      "category": "市场与金融产品",
      "id": "t0039",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 3,
        "matched": "delisting",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "ST／*ST／风险警示",
      "english": "Special treatment, Delisting risk warning",
      "explanation": "A 股对出现特定风险情形的公司作出的交易标识。具体触发条件由当时适用的上市规则决定。",
      "category": "市场与金融产品",
      "id": "t0040",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 196,
        "matched": "风险警示",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L196",
        "kind": "文档"
      }
    },
    {
      "term": "牛市／熊市／震荡市",
      "english": "Bull market, Bear market, Range-bound market",
      "explanation": "市场总体持续上涨、持续下跌，或在区间内反复波动的描述。不能只凭一天涨跌给整个市场定性。",
      "category": "市场与金融产品",
      "id": "t0041",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 43,
        "matched": "Bear market",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L43",
        "kind": "文档"
      }
    },
    {
      "term": "基本面／技术面／资金面／情绪面",
      "english": "Fundamentals, Technicals, Flows, Sentiment",
      "explanation": "分别从经营经济、价格成交、资金与持仓变化、参与者心理四个角度研究市场；它们可能给出不同信号。",
      "category": "市场与金融产品",
      "id": "t0042",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 10,
        "matched": "sentiment",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L10",
        "kind": "文档"
      }
    },
    {
      "term": "行情数据",
      "english": "Market data",
      "explanation": "市场交易状态的记录，包括价格、成交、报价、委托和相关统计。数据“实时”与否、覆盖哪些字段都需要单独确认。",
      "category": "行情、盘口与 Level 2",
      "id": "t0043",
      "source": {
        "path": "agent/src/skills/data-routing/SKILL.md",
        "line": 53,
        "matched": "market_data",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/data-routing/SKILL.md#L53",
        "kind": "文档"
      }
    },
    {
      "term": "Level 1／基础行情",
      "english": "L1, Level 1",
      "explanation": "基础级别的市场报价与成交摘要。可见档位和刷新频率依交易所及产品而定，不能简单等同于“一档”。",
      "category": "行情、盘口与 Level 2",
      "id": "t0044",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 183,
        "matched": "Level 1",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L183",
        "kind": "文档"
      }
    },
    {
      "term": "Level 2／深度行情",
      "english": "L2, Level 2",
      "explanation": "在基础行情之上提供更多盘口和交易细节的数据产品。是否包含完整逐笔委托、逐笔成交和哪些档位，要看交易所产品规格。",
      "category": "行情、盘口与 Level 2",
      "id": "t0045",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 296,
        "matched": "Level-2",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L296",
        "kind": "文档"
      },
      "reference": {
        "title": "上证信息：Level-2 产品",
        "url": "https://www.sseinfo.com/services/assortment/level2/"
      }
    },
    {
      "term": "Tick／行情跳动",
      "english": "Tick data",
      "explanation": "行情中的一条更新记录；有时是逐笔成交，有时是按时间刷新的快照。文件叫 tick 并不保证包含每一笔订单事件。",
      "category": "行情、盘口与 Level 2",
      "id": "t0046",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 296,
        "matched": "tick",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L296",
        "kind": "文档"
      }
    },
    {
      "term": "最小价位／跳动单位",
      "english": "Tick size",
      "explanation": "价格允许变化的最小步长。这里的 tick 是价格单位，与“tick 行情记录”不是同一个意思。",
      "category": "行情、盘口与 Level 2",
      "id": "t0047",
      "source": {
        "path": "README_zh.md",
        "line": 636,
        "matched": "最小价位",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README_zh.md#L636",
        "kind": "文档"
      }
    },
    {
      "term": "行情快照",
      "english": "Snapshot",
      "explanation": "某一时刻的市场照片，例如当时的最新价及买卖十档。两张照片之间发生过哪些撤单，未必能还原出来。",
      "category": "行情、盘口与 Level 2",
      "id": "t0048",
      "source": {
        "path": "agent/SKILL.md",
        "line": 202,
        "matched": "snapshot",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L202",
        "kind": "文档"
      }
    },
    {
      "term": "逐笔成交",
      "english": "Trade-by-trade, Time and sales",
      "explanation": "每次撮合成功的成交记录，通常含价格、数量和时间。一笔大订单可能拆成多条成交。",
      "category": "行情、盘口与 Level 2",
      "id": "t0049",
      "source": {
        "path": "agent/src/skills/eastmoney/SKILL.md",
        "line": 70,
        "matched": "逐笔成交",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/eastmoney/SKILL.md#L70",
        "kind": "文档"
      }
    },
    {
      "term": "逐笔委托",
      "english": "Order-by-order",
      "explanation": "按事件记录新增委托等信息；撤单如何表达取决于数据协议。与逐笔成交结合，才可能重建更细的订单簿变化。",
      "category": "行情、盘口与 Level 2",
      "id": "t0050",
      "source": {
        "path": "agent/src/tools/trading_connector_tool.py",
        "line": 955,
        "matched": "order by order",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/tools/trading_connector_tool.py#L955",
        "kind": "源码"
      }
    },
    {
      "term": "逐笔回放／事件回测",
      "english": "Tick replay, Event-driven backtest",
      "explanation": "按历史订单或成交事件的先后顺序重演市场，模拟策略当时能看到什么、能否成交。要求的数据远多于日 K 线。",
      "category": "行情、盘口与 Level 2",
      "id": "t0051",
      "source": null
    },
    {
      "term": "订单簿／盘口",
      "english": "Order book, Limit order book, LOB",
      "explanation": "尚未成交的买卖委托集合，像买家和卖家按报价排成的两列队伍。",
      "category": "行情、盘口与 Level 2",
      "id": "t0052",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 3,
        "matched": "limit-order-book",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "买价／卖价",
      "english": "Bid, Ask",
      "explanation": "买家愿意买入的报价和卖家愿意卖出的报价。你立即买入通常要去接卖价，立即卖出通常接买价。",
      "category": "行情、盘口与 Level 2",
      "id": "t0053",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 3,
        "matched": "bid",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "买一／卖一／最优报价",
      "english": "Best bid, Best ask, BBO",
      "explanation": "当前最高买价和最低卖价，是最容易先成交的两档报价。",
      "category": "行情、盘口与 Level 2",
      "id": "t0054",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 34,
        "matched": "Best bid",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L34",
        "kind": "文档"
      }
    },
    {
      "term": "盘口档位／市场深度",
      "english": "Price level, Market depth",
      "explanation": "按不同价格汇总等待成交的数量。十档表示显示十个价格层级，不是十笔订单。",
      "category": "行情、盘口与 Level 2",
      "id": "t0055",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 454,
        "matched": "市场深度",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L454",
        "kind": "文档"
      }
    },
    {
      "term": "委托队列／队列位置",
      "english": "Order queue, Queue position",
      "explanation": "同一个价格上各订单等待成交的先后次序。排在后面的单子要等前面的被成交或撤销。",
      "category": "行情、盘口与 Level 2",
      "id": "t0056",
      "source": null
    },
    {
      "term": "买卖价差",
      "english": "Bid-ask spread, Quoted spread",
      "explanation": "卖一减买一。例如买一 10 元、卖一 10.02 元，价差是 0.02 元，是交易摩擦的一部分。",
      "category": "行情、盘口与 Level 2",
      "id": "t0057",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 3,
        "matched": "bid-ask spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "中间价",
      "english": "Mid price",
      "explanation": "最优买价和卖价的平均值。它是参考价，不意味着你一定能按这个价格成交。",
      "category": "行情、盘口与 Level 2",
      "id": "t0058",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 28,
        "matched": "mid price",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L28",
        "kind": "文档"
      }
    },
    {
      "term": "有效价差",
      "english": "Effective spread",
      "explanation": "成交价相对成交前中间价的偏离，常按两倍绝对偏离计算。用来衡量实际支付的即时交易成本。",
      "category": "行情、盘口与 Level 2",
      "id": "t0059",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 28,
        "matched": "Effective spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L28",
        "kind": "文档"
      }
    },
    {
      "term": "实现价差",
      "english": "Realized spread",
      "explanation": "比较成交价与一段时间后的中间价，观察报价方留下了多少价差收益。它只是代理指标，不等于做市商扣完所有成本后的真实利润。",
      "category": "行情、盘口与 Level 2",
      "id": "t0060",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 29,
        "matched": "Realized spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L29",
        "kind": "文档"
      }
    },
    {
      "term": "订单流",
      "english": "Order flow",
      "explanation": "买卖委托、撤单和成交随时间到来的过程，可以研究哪一侧更急于交易以及报价怎样变化。",
      "category": "行情、盘口与 Level 2",
      "id": "t0061",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 3,
        "matched": "order-flow",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "主动买入／主动卖出",
      "english": "Aggressive buy, Aggressive sell",
      "explanation": "买方主动接受卖方报价，或卖方主动接受买方报价。每笔成交仍然同时有买家和卖家。",
      "category": "行情、盘口与 Level 2",
      "id": "t0062",
      "source": null
    },
    {
      "term": "买卖盘不平衡",
      "english": "Order book imbalance, OBI",
      "explanation": "比较盘口买方与卖方挂单量的相对强弱。挂单可以撤销，失衡不必然导致同方向涨跌。",
      "category": "行情、盘口与 Level 2",
      "id": "t0063",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 200,
        "matched": "Order-book imbalance",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L200",
        "kind": "文档"
      }
    },
    {
      "term": "订单流不平衡",
      "english": "Order flow imbalance, OFI",
      "explanation": "综合一段时间报价新增、撤销和成交的变化，衡量供需压力，与某一时刻的挂单量之比不同。",
      "category": "行情、盘口与 Level 2",
      "id": "t0064",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 66,
        "matched": "order-flow imbalance",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L66",
        "kind": "文档"
      }
    },
    {
      "term": "成交量",
      "english": "Volume",
      "explanation": "一定时间内成交的股数、手数或合约数。跨数据源比较前要确认单位和是否双边统计。",
      "category": "行情、盘口与 Level 2",
      "id": "t0065",
      "source": {
        "path": "agent/src/skills/minute-analysis/example_signal_engine.py",
        "line": 3,
        "matched": "成交量",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/minute-analysis/example_signal_engine.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "成交额／名义成交额",
      "english": "Turnover value, Traded value",
      "explanation": "成交价格乘成交数量后汇总的金额。同样的成交股数，股价不同，成交额也不同。",
      "category": "行情、盘口与 Level 2",
      "id": "t0066",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 111,
        "matched": "Traded value",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L111",
        "kind": "文档"
      }
    },
    {
      "term": "换手率",
      "english": "Turnover ratio",
      "explanation": "成交量相对流通股数等基数的比例，表示股票交易有多活跃。不要与“组合一年换仓几次”混为一谈。",
      "category": "行情、盘口与 Level 2",
      "id": "t0067",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 110,
        "matched": "Turnover ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L110",
        "kind": "文档"
      }
    },
    {
      "term": "日均成交量／日均成交额",
      "english": "ADV, Average daily volume",
      "explanation": "过去一段时间每天平均成交多少数量或金额。ADV 有两种常见单位，使用冲击成本模型前要核对。",
      "category": "行情、盘口与 Level 2",
      "id": "t0068",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 60,
        "matched": "average daily volume",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L60",
        "kind": "文档"
      }
    },
    {
      "term": "流动性",
      "english": "Liquidity",
      "explanation": "资产能否较快、以较小成本买卖较大数量。成交活跃、价差窄、盘口厚通常有帮助，但都不能单独代表全部流动性。",
      "category": "行情、盘口与 Level 2",
      "id": "t0069",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 3,
        "matched": "liquidity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "流动性枯竭／流动性真空",
      "english": "Liquidity drought, Liquidity vacuum",
      "explanation": "愿意接单的报价突然很少，较小的订单也可能把价格推得很远。",
      "category": "行情、盘口与 Level 2",
      "id": "t0070",
      "source": null
    },
    {
      "term": "市场冲击",
      "english": "Market impact",
      "explanation": "你的买卖本身使市场价格变化。例如大笔买单吃掉低价卖单，只能继续向更高价格买入。",
      "category": "行情、盘口与 Level 2",
      "id": "t0071",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 3,
        "matched": "market-impact",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "订单流毒性／逆向选择",
      "english": "Order-flow toxicity, Adverse selection",
      "explanation": "报价方更容易与掌握更有利信息或方向判断的对手成交，成交后价格往往朝不利方向走。这里“毒性”是统计描述。",
      "category": "行情、盘口与 Level 2",
      "id": "t0072",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 3,
        "matched": "order-flow toxicity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "VPIN",
      "english": "Volume-synchronized probability of informed trading",
      "explanation": "把成交按数量分桶，观察买卖失衡程度的订单流风险指标。它是模型代理，不能当成“内幕交易的真实概率”。",
      "category": "行情、盘口与 Level 2",
      "id": "t0073",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 3,
        "matched": "VPIN",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "Kyle 的 λ",
      "english": "Kyle's lambda",
      "explanation": "用订单流与价格变化的关系估计冲击强度。λ 越大，类似规模的交易通常对应更大的价格变化。",
      "category": "行情、盘口与 Level 2",
      "id": "t0074",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 83,
        "matched": "Kyle's Lambda",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L83",
        "kind": "文档"
      }
    },
    {
      "term": "Amihud 非流动性",
      "english": "Amihud illiquidity",
      "explanation": "以绝对收益变化除以成交金额，近似衡量“每一元成交对应多少价格变化”；通常再对多个交易日平均。",
      "category": "行情、盘口与 Level 2",
      "id": "t0075",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 107,
        "matched": "Amihud illiquidity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L107",
        "kind": "文档"
      }
    },
    {
      "term": "Roll 隐含价差",
      "english": "Roll implied spread",
      "explanation": "利用相邻价格变化的负协方差估算买卖价差。依赖特定假设，协方差不为负时不能直接套平方根公式。",
      "category": "行情、盘口与 Level 2",
      "id": "t0076",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 108,
        "matched": "Roll implied spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L108",
        "kind": "文档"
      }
    },
    {
      "term": "LOT／零收益比例",
      "english": "Lesmond-Ogden-Trzcinka, Zero-return ratio",
      "explanation": "完整 LOT 是估计交易成本的模型；零收益天数比例是与之相关的粗略流动性代理。两者不能完全画等号。",
      "category": "行情、盘口与 Level 2",
      "id": "t0077",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 109,
        "matched": "LOT",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L109",
        "kind": "文档"
      }
    },
    {
      "term": "闪崩",
      "english": "Flash crash",
      "explanation": "价格在很短时间内剧烈下跌、可能又迅速恢复，常伴随流动性紧张和连锁交易。",
      "category": "行情、盘口与 Level 2",
      "id": "t0078",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 17,
        "matched": "flash-crash",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L17",
        "kind": "文档"
      }
    },
    {
      "term": "资金净流入／主力资金",
      "english": "Net inflow, Main-fund flow",
      "explanation": "通常按数据商规则给成交分类，再计算买卖方向金额差。不是全市场凭空多出或少了这么多现金，也不能直接识别“主力身份”。",
      "category": "行情、盘口与 Level 2",
      "id": "t0079",
      "source": {
        "path": "agent/SKILL.md",
        "line": 154,
        "matched": "net inflow",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L154",
        "kind": "文档"
      }
    },
    {
      "term": "K 线／价格柱",
      "english": "Candlestick, Bar",
      "explanation": "把一段时间内的交易压缩成开高低收等统计。一根日 K 线不能告诉你当天价格变化的完整顺序。",
      "category": "行情、盘口与 Level 2",
      "id": "t0080",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 2,
        "matched": "candlestick",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "OHLCV",
      "english": "Open, High, Low, Close, Volume",
      "explanation": "开盘价、最高价、最低价、收盘价和成交量，是项目普通回测主要使用的五类数据。",
      "category": "行情、盘口与 Level 2",
      "id": "t0081",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 18,
        "matched": "Open",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L18",
        "kind": "文档"
      }
    },
    {
      "term": "开盘价／收盘价",
      "english": "Open price, Close price",
      "explanation": "某个交易时段或 K 线的起始与结束价格。交易所官方开收盘价格与数据源第一笔、最后一笔价格未必完全相同。",
      "category": "行情、盘口与 Level 2",
      "id": "t0082",
      "source": {
        "path": "agent/src/skills/candlestick/example_signal_engine.py",
        "line": 26,
        "matched": "开盘价",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/example_signal_engine.py#L26",
        "kind": "源码"
      }
    },
    {
      "term": "最高价／最低价",
      "english": "High, Low",
      "explanation": "某段时间内出现的最高和最低成交价格。只知道这两个数，不能判断先涨后跌还是先跌后涨。",
      "category": "行情、盘口与 Level 2",
      "id": "t0083",
      "source": {
        "path": "agent/src/skills/minute-analysis/SKILL.md",
        "line": 52,
        "matched": "high",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/minute-analysis/SKILL.md#L52",
        "kind": "文档"
      }
    },
    {
      "term": "前收盘价",
      "english": "Previous close",
      "explanation": "前一交易日的收盘参考价，常用于计算涨跌幅。遇到公司行动时可能采用调整后的参考口径。",
      "category": "行情、盘口与 Level 2",
      "id": "t0084",
      "source": {
        "path": "agent/SKILL.md",
        "line": 81,
        "matched": "previous close",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L81",
        "kind": "文档"
      }
    },
    {
      "term": "日线／分钟线／频率",
      "english": "Daily bar, Minute bar, Timeframe",
      "explanation": "每条数据汇总一天或若干分钟。频率越细通常记录越多，但不自动等于能做到低延迟交易。",
      "category": "行情、盘口与 Level 2",
      "id": "t0085",
      "source": {
        "path": "agent/src/skills/minute-analysis/example_signal_engine.py",
        "line": 4,
        "matched": "日线",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/minute-analysis/example_signal_engine.py#L4",
        "kind": "源码"
      }
    },
    {
      "term": "复权／前复权／后复权",
      "english": "Adjusted price, Forward adjustment, Backward adjustment",
      "explanation": "为减少分红拆股等造成的价格断点，对历史价格作调整。前复权通常靠近当前价，后复权通常保留起点；算法和分红口径仍需核对。",
      "category": "行情、盘口与 Level 2",
      "id": "t0086",
      "source": {
        "path": "agent/src/skills/mootdx/SKILL.md",
        "line": 89,
        "matched": "前复权",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/mootdx/SKILL.md#L89",
        "kind": "文档"
      }
    },
    {
      "term": "除权／除息",
      "english": "Ex-rights, Ex-dividend",
      "explanation": "股份或分红权益发生变化后，市场参考价格作相应调整。除息日价格降低本身不等于投资者凭空亏了同等金额。",
      "category": "行情、盘口与 Level 2",
      "id": "t0087",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 3,
        "matched": "ex-dividend",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "复权因子",
      "english": "Adjustment factor",
      "explanation": "把原始价格换算成某种复权价格的乘数。回测还要考虑当时是否已知相关公司行动，避免使用未来信息。",
      "category": "行情、盘口与 Level 2",
      "id": "t0088",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 67,
        "matched": "复权因子",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L67",
        "kind": "文档"
      }
    },
    {
      "term": "停牌／缺失行情",
      "english": "Trading suspension, Missing data",
      "explanation": "停牌是市场禁止或暂停交易；缺失行情可能只是数据没拿到。二者不能用同一种“自动补价格”逻辑草率处理。",
      "category": "行情、盘口与 Level 2",
      "id": "t0089",
      "source": {
        "path": "agent/src/skills/mootdx/SKILL.md",
        "line": 85,
        "matched": "missing data",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/mootdx/SKILL.md#L85",
        "kind": "文档"
      }
    },
    {
      "term": "交易日历／交易时段",
      "english": "Trading calendar, Session",
      "explanation": "市场哪些日期、哪些时间允许交易。跨市场回测还需统一时区，不能只按自然日对齐。",
      "category": "行情、盘口与 Level 2",
      "id": "t0090",
      "source": {
        "path": "agent/SKILL.md",
        "line": 56,
        "matched": "session",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L56",
        "kind": "文档"
      }
    },
    {
      "term": "冰山订单／幌骗挂单",
      "english": "Iceberg order, Spoofing",
      "explanation": "冰山单只显示大订单的一部分数量；幌骗是用缺乏真实成交意图的挂单误导他人。两者不能因为“大单撤得快”就混为一谈。",
      "category": "行情、盘口与 Level 2",
      "id": "t0091",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 203,
        "matched": "spoofing",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L203",
        "kind": "文档"
      }
    },
    {
      "term": "盘口不平衡比",
      "english": "OIR, Order imbalance ratio",
      "explanation": "项目文档用买卖挂单量之差除以两者之和，度量当前盘口偏向；与 OBI 属于相关指标命名，需看确切档位范围。",
      "category": "行情、盘口与 Level 2",
      "id": "t0092",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 201,
        "matched": "OIR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L201",
        "kind": "文档"
      }
    },
    {
      "term": "做多／多头",
      "english": "Long",
      "explanation": "持有或建立价格上涨时通常受益的仓位。例如买入股票后等待上涨；期权组合的方向还需具体分析。",
      "category": "下单、成交与交易成本",
      "id": "t0093",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 57,
        "matched": "做多",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L57",
        "kind": "文档"
      }
    },
    {
      "term": "做空／空头",
      "english": "Short",
      "explanation": "建立价格下跌时通常受益的仓位，例如借券卖出或卖空期货。不是简单地“卖掉已有股票”。",
      "category": "下单、成交与交易成本",
      "id": "t0094",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 3,
        "matched": "做空",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "空仓／观望",
      "english": "Flat, Stand aside",
      "explanation": "没有相关持仓，暂不承担该标的的直接涨跌风险；账户仍可能存在其他资产风险。",
      "category": "下单、成交与交易成本",
      "id": "t0095",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 25,
        "matched": "Stand aside",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L25",
        "kind": "文档"
      }
    },
    {
      "term": "开仓／建仓",
      "english": "Open position, Entry",
      "explanation": "从没有仓位开始建立一笔交易风险，可以开多仓，也可以开空仓。",
      "category": "下单、成交与交易成本",
      "id": "t0096",
      "source": {
        "path": "agent/SKILL.md",
        "line": 74,
        "matched": "entry",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L74",
        "kind": "文档"
      }
    },
    {
      "term": "平仓／退出",
      "english": "Close position, Exit",
      "explanation": "用相反交易或合约结算等方式结束已有仓位，使这部分市场风险消失或减少。",
      "category": "下单、成交与交易成本",
      "id": "t0097",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 47,
        "matched": "平仓",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L47",
        "kind": "文档"
      }
    },
    {
      "term": "加仓／减仓／调仓",
      "english": "Scale in, Scale out, Rebalance",
      "explanation": "分别是增加持仓、减少持仓，以及改变组合中各资产的配置。",
      "category": "下单、成交与交易成本",
      "id": "t0098",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 271,
        "matched": "rebalance",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L271",
        "kind": "文档"
      }
    },
    {
      "term": "仓位／持仓",
      "english": "Position, Exposure",
      "explanation": "已持有的资产数量或承担的风险。“仓位 50%”通常指相对账户资产的投资比例，需要说明分母。",
      "category": "下单、成交与交易成本",
      "id": "t0099",
      "source": {
        "path": "agent/SKILL.md",
        "line": 204,
        "matched": "position",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L204",
        "kind": "文档"
      }
    },
    {
      "term": "订单／委托",
      "english": "Order",
      "explanation": "发送给券商或交易所的买卖指令。下单成功只表示指令被接受，不一定已经成交。",
      "category": "下单、成交与交易成本",
      "id": "t0100",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 11,
        "matched": "order",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "市价单",
      "english": "Market order",
      "explanation": "优先尽快成交，不指定一个硬性的成交价格上限或下限。行情跳动或盘口薄时，最终价格可能偏离预期。",
      "category": "下单、成交与交易成本",
      "id": "t0101",
      "source": {
        "path": "agent/src/skills/vnpy-export/SKILL.md",
        "line": 220,
        "matched": "market order",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/vnpy-export/SKILL.md#L220",
        "kind": "文档"
      }
    },
    {
      "term": "限价单",
      "english": "Limit order",
      "explanation": "买入不愿高于指定价格，卖出不愿低于指定价格。价格有约束，但可能一直无法成交。",
      "category": "下单、成交与交易成本",
      "id": "t0102",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 82,
        "matched": "限价单",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L82",
        "kind": "文档"
      }
    },
    {
      "term": "止损单",
      "english": "Stop order",
      "explanation": "市场触及条件后才激活的订单。触发价不是成交保证价，跳空时实际亏损可能超过原先设想。",
      "category": "下单、成交与交易成本",
      "id": "t0103",
      "source": {
        "path": "agent/src/skills/vnpy-export/SKILL.md",
        "line": 68,
        "matched": "stop_order",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/vnpy-export/SKILL.md#L68",
        "kind": "文档"
      }
    },
    {
      "term": "止损限价单",
      "english": "Stop-limit order",
      "explanation": "触发后转为限价单，兼有触发条件和价格限制。快速下跌时可能因为价格限制而卖不出去。",
      "category": "下单、成交与交易成本",
      "id": "t0104",
      "source": null
    },
    {
      "term": "止盈",
      "english": "Take profit",
      "explanation": "达到事先设定的盈利条件后退出部分或全部仓位。锁住一部分收益，也可能放弃后续上涨。",
      "category": "下单、成交与交易成本",
      "id": "t0105",
      "source": {
        "path": "agent/src/skills/pine-script/SKILL.md",
        "line": 176,
        "matched": "Take-profit",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pine-script/SKILL.md#L176",
        "kind": "文档"
      }
    },
    {
      "term": "移动止损",
      "english": "Trailing stop",
      "explanation": "止损线随有利方向的价格变化而移动，例如始终比最高价低 5%。价格反转时按规则触发退出。",
      "category": "下单、成交与交易成本",
      "id": "t0106",
      "source": {
        "path": "agent/src/trading/service.py",
        "line": 987,
        "matched": "trailing_stop",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/service.py#L987",
        "kind": "源码"
      }
    },
    {
      "term": "括号订单／互斥订单",
      "english": "Bracket order, OCO",
      "explanation": "把入场单与止盈止损等关联起来；OCO 表示一张成交后取消另一张。实际支持方式取决于券商。",
      "category": "下单、成交与交易成本",
      "id": "t0107",
      "source": null
    },
    {
      "term": "订单有效期",
      "english": "Time in force, TIF",
      "explanation": "规定一张订单可以挂多久，以及未立即成交的部分如何处理。",
      "category": "下单、成交与交易成本",
      "id": "t0108",
      "source": {
        "path": "agent/src/channels/qq.py",
        "line": 76,
        "matched": "tif",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/channels/qq.py#L76",
        "kind": "源码"
      }
    },
    {
      "term": "当日有效／撤销前有效",
      "english": "DAY, GTC",
      "explanation": "DAY 通常当个交易日结束失效；GTC 通常持续到撤销或券商规定的期限，不能理解为永远有效。",
      "category": "下单、成交与交易成本",
      "id": "t0109",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 121,
        "matched": "day",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L121",
        "kind": "文档"
      }
    },
    {
      "term": "立即成交否则撤销",
      "english": "IOC",
      "explanation": "能立即成交多少就成交多少，剩余部分取消。",
      "category": "下单、成交与交易成本",
      "id": "t0110",
      "source": {
        "path": "agent/src/trading/connectors/mt5/orders.py",
        "line": 332,
        "matched": "IOC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/mt5/orders.py#L332",
        "kind": "源码"
      }
    },
    {
      "term": "全部立即成交否则取消",
      "english": "FOK",
      "explanation": "必须立即全部成交，否则整张订单取消，不能只留下一部分成交。",
      "category": "下单、成交与交易成本",
      "id": "t0111",
      "source": {
        "path": "agent/src/trading/connectors/mt5/orders.py",
        "line": 334,
        "matched": "FOK",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/mt5/orders.py#L334",
        "kind": "源码"
      }
    },
    {
      "term": "只挂单／只减仓",
      "english": "Post-only, Reduce-only",
      "explanation": "只挂单要求不立即吃掉对手报价；只减仓要求订单不能增加或反向新建仓位。主要见于部分衍生品接口。",
      "category": "下单、成交与交易成本",
      "id": "t0112",
      "source": null
    },
    {
      "term": "撤单／改单",
      "english": "Cancel order, Amend order",
      "explanation": "取消尚未成交的委托，或修改价格数量。撤单过程中原订单仍可能成交，不能把“发出撤单”当成“撤单完成”。",
      "category": "下单、成交与交易成本",
      "id": "t0113",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 74,
        "matched": "撤单",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L74",
        "kind": "文档"
      }
    },
    {
      "term": "部分成交",
      "english": "Partial fill",
      "explanation": "订单只有一部分数量完成交易，剩余部分可能继续排队或被取消。",
      "category": "下单、成交与交易成本",
      "id": "t0114",
      "source": {
        "path": "agent/src/live/sdk_order_gate.py",
        "line": 693,
        "matched": "partial fill",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/live/sdk_order_gate.py#L693",
        "kind": "源码"
      }
    },
    {
      "term": "成交回报／拒单",
      "english": "Fill report, Rejection",
      "explanation": "券商或交易所报告订单成交结果，或因资金、价格、规则等原因拒绝订单。",
      "category": "下单、成交与交易成本",
      "id": "t0115",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 222,
        "matched": "rejection",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L222",
        "kind": "文档"
      }
    },
    {
      "term": "撮合",
      "english": "Matching",
      "explanation": "交易系统按价格、时间等规则，把可以买卖匹配的委托配对成交。",
      "category": "下单、成交与交易成本",
      "id": "t0116",
      "source": {
        "path": "agent/SKILL.md",
        "line": 73,
        "matched": "matching",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L73",
        "kind": "文档"
      }
    },
    {
      "term": "价格优先／时间优先",
      "english": "Price priority, Time priority",
      "explanation": "通常买价更高、卖价更低的订单先成交；同价格下先到的先成交。具体撮合规则要看市场。",
      "category": "下单、成交与交易成本",
      "id": "t0117",
      "source": null
    },
    {
      "term": "集合竞价／连续竞价",
      "english": "Call auction, Continuous auction",
      "explanation": "集合竞价把一段时间订单集中按规则确定成交价；连续竞价则在交易时段不断匹配订单。",
      "category": "下单、成交与交易成本",
      "id": "t0118",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 72,
        "matched": "集合竞价",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L72",
        "kind": "文档"
      }
    },
    {
      "term": "最小交易单位／整手／零股",
      "english": "Lot size, Board lot, Odd lot",
      "explanation": "市场允许的交易数量单位，以及不足整手的股份。项目中不能把所有市场的“一手”都设为 100 股。",
      "category": "下单、成交与交易成本",
      "id": "t0119",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 205,
        "matched": "最小交易单位",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L205",
        "kind": "文档"
      }
    },
    {
      "term": "涨停／跌停",
      "english": "Price limit",
      "explanation": "某些市场限定证券在特定时段相对参考价的最大涨跌范围。到涨停或跌停，不代表你的单子一定能成交。",
      "category": "下单、成交与交易成本",
      "id": "t0120",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 77,
        "matched": "price-limit",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L77",
        "kind": "文档"
      }
    },
    {
      "term": "熔断／波动中断",
      "english": "Circuit breaker, Volatility interruption, LULD",
      "explanation": "价格或市场波动触及规则条件后，暂停或限制交易的机制。它与固定涨跌停板不是同一个制度。",
      "category": "下单、成交与交易成本",
      "id": "t0121",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 3,
        "matched": "熔断",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "T+0／T+1／交收周期",
      "english": "Same-day trading, Settlement cycle",
      "explanation": "T 是交易日。“可否当天卖出”与“资金证券何时完成交收”是两件事，二者都可能用 T+N 表达，必须看语境。",
      "category": "下单、成交与交易成本",
      "id": "t0122",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 163,
        "matched": "T+1",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L163",
        "kind": "文档"
      }
    },
    {
      "term": "融资买入／融券卖出",
      "english": "Margin buying, Securities lending",
      "explanation": "融资是借钱买证券；融券是借证券后卖出。需要考虑借贷成本、可借数量、担保和归还义务。",
      "category": "下单、成交与交易成本",
      "id": "t0123",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 50,
        "matched": "融券卖出",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L50",
        "kind": "文档"
      }
    },
    {
      "term": "滑点",
      "english": "Slippage",
      "explanation": "预计成交价与实际成交价的差。例如预计 10 元买入，实际均价 10.03 元，差出的 0.03 元是买入的不利滑点。",
      "category": "下单、成交与交易成本",
      "id": "t0124",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 3,
        "matched": "slippage",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "固定滑点模型",
      "english": "Fixed slippage",
      "explanation": "在模拟成交价上固定加减一个金额或比例，简单表示交易摩擦。不能反映大单和小单的不同影响。",
      "category": "下单、成交与交易成本",
      "id": "t0125",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 33,
        "matched": "fixed_slippage",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L33",
        "kind": "文档"
      }
    },
    {
      "term": "线性冲击模型",
      "english": "Linear impact",
      "explanation": "假设订单相对市场成交量越大，冲击成本按比例增加，是对市场影响的一种简化。",
      "category": "下单、成交与交易成本",
      "id": "t0126",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 33,
        "matched": "linear_impact",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L33",
        "kind": "文档"
      }
    },
    {
      "term": "平方根冲击模型",
      "english": "Square-root impact",
      "explanation": "把冲击与参与率的平方根、波动率等联系起来。它是经验模型，参数需要适配市场和交易时间尺度。",
      "category": "下单、成交与交易成本",
      "id": "t0127",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 3,
        "matched": "square-root impact",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "交易参与率",
      "english": "Participation rate",
      "explanation": "你的订单数量占对应时段市场成交数量的比例。参与率越高，通常越难悄悄完成交易。",
      "category": "下单、成交与交易成本",
      "id": "t0128",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 239,
        "matched": "participation rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L239",
        "kind": "文档"
      }
    },
    {
      "term": "执行延迟",
      "english": "Execution delay, Latency",
      "explanation": "从产生信号到订单真正到达并成交之间的时间。回测忽略它，可能使用现实里已经买不到的价格。",
      "category": "下单、成交与交易成本",
      "id": "t0129",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 22,
        "matched": "latency",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L22",
        "kind": "文档"
      }
    },
    {
      "term": "VWAP／成交量加权均价",
      "english": "Volume-weighted average price",
      "explanation": "把各笔价格按成交量加权平均。VWAP 执行算法则按市场成交节奏拆单，努力让均价接近这一参考值。",
      "category": "下单、成交与交易成本",
      "id": "t0130",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 3,
        "matched": "VWAP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "TWAP／时间加权均价",
      "english": "Time-weighted average price",
      "explanation": "按时间平均价格；TWAP 执行算法把大单分成若干份，分时执行，不按每段实际成交量分配。",
      "category": "下单、成交与交易成本",
      "id": "t0131",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 3,
        "matched": "TWAP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "做市商／挂单方／吃单方",
      "english": "Market maker, Maker, Taker",
      "explanation": "做市商持续提供买卖报价；maker 提供等待成交的流动性，taker 主动与现有报价成交。一次挂单不代表该人是正式做市商。",
      "category": "下单、成交与交易成本",
      "id": "t0132",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 79,
        "matched": "Market-maker",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L79",
        "kind": "文档"
      }
    },
    {
      "term": "佣金／手续费",
      "english": "Commission, Trading fee",
      "explanation": "交易中支付给券商、交易平台等的费用。零佣金不意味着没有价差、税费或其他成本。",
      "category": "下单、成交与交易成本",
      "id": "t0133",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 182,
        "matched": "Commission",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L182",
        "kind": "文档"
      }
    },
    {
      "term": "印花税／交易税费",
      "english": "Stamp duty, Transaction tax",
      "explanation": "部分市场对特定证券交易征收的税费。买卖哪一方缴纳以及税率，都应按当时规则核实。",
      "category": "下单、成交与交易成本",
      "id": "t0134",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 183,
        "matched": "Stamp duty",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L183",
        "kind": "文档"
      }
    },
    {
      "term": "单边成本／往返成本",
      "english": "One-way cost, Round-trip cost",
      "explanation": "只买或只卖一次的成本，与买入再卖出一整轮的成本。比较策略时不能混用。",
      "category": "下单、成交与交易成本",
      "id": "t0135",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 265,
        "matched": "one-way cost",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L265",
        "kind": "文档"
      }
    },
    {
      "term": "基点",
      "english": "Basis point, bp, bps",
      "explanation": "1 个基点等于 0.01 个百分点；100 个基点等于 1 个百分点。例如费率 5 bps 就是 0.05%。",
      "category": "下单、成交与交易成本",
      "id": "t0136",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 39,
        "matched": "bps",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L39",
        "kind": "文档"
      }
    },
    {
      "term": "机会成本",
      "english": "Opportunity cost",
      "explanation": "选择一种行动而放弃的其他可能收益，例如钱用于保证金后，不能同时投到另一项资产。",
      "category": "下单、成交与交易成本",
      "id": "t0137",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 189,
        "matched": "Opportunity cost",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L189",
        "kind": "文档"
      }
    },
    {
      "term": "实施差额／执行短缺",
      "english": "Implementation shortfall",
      "explanation": "实际交易结果相对决策时理想成交结果的差，综合反映等待、滑点、费用以及未完成交易等影响。",
      "category": "下单、成交与交易成本",
      "id": "t0138",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 165,
        "matched": "Implementation Shortfall",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L165",
        "kind": "文档"
      }
    },
    {
      "term": "账户权益／总资产",
      "english": "Account equity, Net liquidation value",
      "explanation": "按当前估值把资产、现金及负债汇总后，归属于账户的净价值。不同券商字段可能采用不同计价口径。",
      "category": "账户、杠杆与交易风控",
      "id": "t0139",
      "source": {
        "path": "agent/src/trading/connectors/tiger/sdk.py",
        "line": 661,
        "matched": "net_liquidation_value",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/tiger/sdk.py#L661",
        "kind": "源码"
      }
    },
    {
      "term": "现金／可用资金／购买力",
      "english": "Cash, Available cash, Buying power",
      "explanation": "现金是账户货币余额；可用资金是当前可用于操作的部分；购买力还可能包含保证金杠杆额度，三者不能等同。",
      "category": "账户、杠杆与交易风控",
      "id": "t0140",
      "source": {
        "path": "agent/src/trading/connectors/ibkr/mcp.py",
        "line": 15,
        "matched": "buying_power",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/ibkr/mcp.py#L15",
        "kind": "源码"
      }
    },
    {
      "term": "净值／净值曲线",
      "english": "NAV, Equity curve",
      "explanation": "单位份额的价值，或策略资产价值随时间的变化曲线。看曲线时要区分收益变化与出入金造成的变化。",
      "category": "账户、杠杆与交易风控",
      "id": "t0141",
      "source": {
        "path": "agent/src/skills/shadow-account/SKILL.md",
        "line": 36,
        "matched": "equity_curve",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/shadow-account/SKILL.md#L36",
        "kind": "文档"
      }
    },
    {
      "term": "损益／盈亏",
      "english": "PnL, P&L",
      "explanation": "赚了或亏了多少钱，可分已实现、未实现、毛收益和扣费后净收益。",
      "category": "账户、杠杆与交易风控",
      "id": "t0142",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 115,
        "matched": "PnL",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L115",
        "kind": "文档"
      }
    },
    {
      "term": "已实现／未实现盈亏",
      "english": "Realized PnL, Unrealized PnL",
      "explanation": "已实现通常来自已经平仓的交易；未实现是仍在持仓中按当前价格计算的浮盈浮亏。",
      "category": "账户、杠杆与交易风控",
      "id": "t0143",
      "source": {
        "path": "agent/src/trading/connectors/okx/sdk.py",
        "line": 716,
        "matched": "unrealized_pnl",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/okx/sdk.py#L716",
        "kind": "源码"
      }
    },
    {
      "term": "持仓成本／成本基础",
      "english": "Cost basis",
      "explanation": "计算持仓盈亏所依据的买入成本；是否含手续费、采用先进先出还是平均成本，会影响结果。",
      "category": "账户、杠杆与交易风控",
      "id": "t0144",
      "source": {
        "path": "agent/src/trading/connectors/futu/sdk.py",
        "line": 555,
        "matched": "cost-basis",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/futu/sdk.py#L555",
        "kind": "源码"
      }
    },
    {
      "term": "盯市",
      "english": "Mark to market, MTM",
      "explanation": "按当前市场价格重估仓位，及时反映浮盈浮亏。期货的每日结算还可能发生实际资金划转。",
      "category": "账户、杠杆与交易风控",
      "id": "t0145",
      "source": {
        "path": "agent/src/skills/perp-funding-basis/SKILL.md",
        "line": 132,
        "matched": "mark-to-market",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/perp-funding-basis/SKILL.md#L132",
        "kind": "文档"
      }
    },
    {
      "term": "名义本金／合约价值",
      "english": "Notional",
      "explanation": "合约代表的完整资产价值。例如交 1 万元保证金控制 10 万元合约，名义价值是 10 万元。",
      "category": "账户、杠杆与交易风控",
      "id": "t0146",
      "source": {
        "path": "agent/src/trading/service.py",
        "line": 663,
        "matched": "notional",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/service.py#L663",
        "kind": "源码"
      }
    },
    {
      "term": "杠杆",
      "english": "Leverage",
      "explanation": "用较少自有资金承担较大资产价值的风险。两倍杠杆下资产跌 10%，忽略成本时自有资金可能约亏 20%。",
      "category": "账户、杠杆与交易风控",
      "id": "t0147",
      "source": {
        "path": "agent/src/trading/connectors/okx/sdk.py",
        "line": 718,
        "matched": "leverage",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/okx/sdk.py#L718",
        "kind": "源码"
      }
    },
    {
      "term": "保证金",
      "english": "Margin",
      "explanation": "为履行交易义务预先提交的担保资金或资产。保证金不是最多可能亏损的金额。",
      "category": "账户、杠杆与交易风控",
      "id": "t0148",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 144,
        "matched": "保证金",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L144",
        "kind": "文档"
      }
    },
    {
      "term": "初始保证金／维持保证金",
      "english": "Initial margin, Maintenance margin",
      "explanation": "开仓时所需担保和持仓过程中最低所需担保。后者不足可能触发追加保证金或强制减仓。",
      "category": "账户、杠杆与交易风控",
      "id": "t0149",
      "source": {
        "path": "agent/src/trading/connectors/ibkr/mcp.py",
        "line": 19,
        "matched": "initial_margin",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/ibkr/mcp.py#L19",
        "kind": "源码"
      }
    },
    {
      "term": "追加保证金",
      "english": "Margin call",
      "explanation": "券商或平台要求补充担保，使账户重新满足风险要求；未补足可能被处理持仓。",
      "category": "账户、杠杆与交易风控",
      "id": "t0150",
      "source": {
        "path": "agent/backtest/engines/global_futures.py",
        "line": 51,
        "matched": "margin-call",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/engines/global_futures.py#L51",
        "kind": "源码"
      }
    },
    {
      "term": "强制平仓／爆仓",
      "english": "Liquidation",
      "explanation": "账户担保不足等条件触发后，平台按规则减仓或平仓。“爆仓”是口语，并不保证损失刚好止于保证金。",
      "category": "账户、杠杆与交易风控",
      "id": "t0151",
      "source": {
        "path": "agent/src/trading/connectors/ibkr/mcp.py",
        "line": 13,
        "matched": "liquidation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/ibkr/mcp.py#L13",
        "kind": "源码"
      }
    },
    {
      "term": "全仓保证金／逐仓保证金",
      "english": "Cross margin, Isolated margin",
      "explanation": "全仓让多个仓位共享一定范围的担保；逐仓为单个仓位划分担保。具体亏损隔离程度取决于平台规则。",
      "category": "账户、杠杆与交易风控",
      "id": "t0152",
      "source": {
        "path": "agent/src/trading/connectors/binance/usdm.py",
        "line": 200,
        "matched": "isolated_margin",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/binance/usdm.py#L200",
        "kind": "源码"
      }
    },
    {
      "term": "总敞口／净敞口",
      "english": "Gross exposure, Net exposure",
      "explanation": "总敞口常把多空绝对金额相加；净敞口常用多头减空头。多 100 万、空 100 万，净敞口为零但总敞口仍是 200 万。",
      "category": "账户、杠杆与交易风控",
      "id": "t0153",
      "source": {
        "path": "agent/src/trading/connectors/mt5/orders.py",
        "line": 14,
        "matched": "net exposure",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/mt5/orders.py#L14",
        "kind": "源码"
      }
    },
    {
      "term": "集中度",
      "english": "Concentration",
      "explanation": "风险是否过度集中在单只股票、行业、币种或同类驱动因素上。持有很多只高度相似的股票也可能很集中。",
      "category": "账户、杠杆与交易风控",
      "id": "t0154",
      "source": {
        "path": "agent/src/skills/trade-journal/SKILL.md",
        "line": 122,
        "matched": "concentration",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/trade-journal/SKILL.md#L122",
        "kind": "文档"
      }
    },
    {
      "term": "头寸规模／仓位管理",
      "english": "Position sizing",
      "explanation": "决定一笔交易投入多少数量或风险预算，不只是决定“买还是卖”。",
      "category": "账户、杠杆与交易风控",
      "id": "t0155",
      "source": {
        "path": "agent/src/skills/pine-script/SKILL.md",
        "line": 168,
        "matched": "Position Sizing",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pine-script/SKILL.md#L168",
        "kind": "文档"
      }
    },
    {
      "term": "止损限额／日内亏损限额",
      "english": "Loss limit, Daily loss limit",
      "explanation": "规定单笔或当日最多允许承担的亏损，到达后停止或减少交易。极端跳价时仍可能超限。",
      "category": "账户、杠杆与交易风控",
      "id": "t0156",
      "source": null
    },
    {
      "term": "订单限额／仓位上限",
      "english": "Order cap, Position limit",
      "explanation": "限制单笔金额、数量或总持仓比例，减少错误订单和过度集中带来的影响。",
      "category": "账户、杠杆与交易风控",
      "id": "t0157",
      "source": null
    },
    {
      "term": "紧急停机／交易熔断开关",
      "english": "Kill switch",
      "explanation": "策略或账户出现异常时阻止继续下单的控制。是否同时撤单、平仓，要看系统具体实现。",
      "category": "账户、杠杆与交易风控",
      "id": "t0158",
      "source": {
        "path": "agent/src/trading/service.py",
        "line": 673,
        "matched": "kill switch",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/service.py#L673",
        "kind": "源码"
      }
    },
    {
      "term": "交易授权／策略约束",
      "english": "Trading mandate",
      "explanation": "明确允许交易哪些资产、最大仓位及其他边界。项目用它约束智能体的实际操作权限。",
      "category": "账户、杠杆与交易风控",
      "id": "t0159",
      "source": {
        "path": "README.md",
        "line": 137,
        "matched": "trading mandate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README.md#L137",
        "kind": "文档"
      }
    },
    {
      "term": "模拟交易／纸面交易",
      "english": "Paper trading",
      "explanation": "按模拟账户记录订单和盈亏，不投入真实交易资金。成交质量和实盘可能不同。",
      "category": "账户、杠杆与交易风控",
      "id": "t0160",
      "source": {
        "path": "agent/src/trading/connectors/dhan/__init__.py",
        "line": 6,
        "matched": "Paper trading",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/dhan/__init__.py#L6",
        "kind": "源码"
      }
    },
    {
      "term": "影子账户",
      "english": "Shadow account",
      "explanation": "在独立账本里跟踪一套规则“如果执行会怎样”，便于与真实操作比较；不是已经发生的真实持仓。",
      "category": "账户、杠杆与交易风控",
      "id": "t0161",
      "source": {
        "path": "agent/src/skills/shadow-account/SKILL.md",
        "line": 2,
        "matched": "shadow-account",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/shadow-account/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "实盘交易",
      "english": "Live trading",
      "explanation": "订单进入真实交易或经纪系统，实际影响资金与持仓。",
      "category": "账户、杠杆与交易风控",
      "id": "t0162",
      "source": {
        "path": "agent/src/trading/connectors/futu/sdk.py",
        "line": 968,
        "matched": "Live trading",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/trading/connectors/futu/sdk.py#L968",
        "kind": "源码"
      }
    },
    {
      "term": "交易日志／交易复盘",
      "english": "Trade journal, Trade review",
      "explanation": "记录入场理由、计划、执行和结果，再检查是否遵守规则，避免只记住赚钱的案例。",
      "category": "账户、杠杆与交易风控",
      "id": "t0163",
      "source": {
        "path": "agent/src/skills/trade-journal/SKILL.md",
        "line": 2,
        "matched": "trade-journal",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/trade-journal/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "对账／持仓核对",
      "english": "Reconciliation",
      "explanation": "把系统自己的订单、成交、现金和持仓记录与券商记录比较，找出遗漏或重复。",
      "category": "账户、杠杆与交易风控",
      "id": "t0164",
      "source": {
        "path": "agent/src/skills/qveris/SKILL.md",
        "line": 104,
        "matched": "reconciliation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/qveris/SKILL.md#L104",
        "kind": "文档"
      }
    },
    {
      "term": "结算／交割",
      "english": "Settlement, Delivery",
      "explanation": "结算是计算并清偿资金义务；交割通常指交付证券或实物，也可能按合约现金结算。",
      "category": "账户、杠杆与交易风控",
      "id": "t0165",
      "source": {
        "path": "agent/src/skills/trade-journal/SKILL.md",
        "line": 10,
        "matched": "交割",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/trade-journal/SKILL.md#L10",
        "kind": "文档"
      }
    },
    {
      "term": "保证金折扣",
      "english": "Haircut",
      "explanation": "抵押资产按低于市值的金额计入担保。例如市值 100 万元、折扣 20%，可认可担保价值为 80 万元。",
      "category": "账户、杠杆与交易风控",
      "id": "t0166",
      "source": {
        "path": "agent/src/factors/bench_runner.py",
        "line": 367,
        "matched": "haircut",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/bench_runner.py#L367",
        "kind": "源码"
      }
    },
    {
      "term": "趋势",
      "english": "Trend",
      "explanation": "价格在所选时间尺度上持续向某个方向运动。日线向上与分钟线向下可以同时成立。",
      "category": "技术指标与图形分析",
      "id": "t0167",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 14,
        "matched": "Trend",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L14",
        "kind": "文档"
      }
    },
    {
      "term": "支撑位／阻力位",
      "english": "Support, Resistance",
      "explanation": "交易者认为买盘可能增强或卖盘可能增强的价格区域，是分析假设，并非价格一定停下来的墙。",
      "category": "技术指标与图形分析",
      "id": "t0168",
      "source": {
        "path": "agent/SKILL.md",
        "line": 399,
        "matched": "support",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L399",
        "kind": "文档"
      }
    },
    {
      "term": "突破／假突破",
      "english": "Breakout, False breakout",
      "explanation": "价格越过原有区间或关键位置；越过后很快返回，常被称为假突破。必须事先定义确认条件。",
      "category": "技术指标与图形分析",
      "id": "t0169",
      "source": {
        "path": "agent/src/skills/smc/example_signal_engine.py",
        "line": 4,
        "matched": "突破",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/example_signal_engine.py#L4",
        "kind": "源码"
      }
    },
    {
      "term": "回调／反弹",
      "english": "Pullback, Rebound",
      "explanation": "上涨过程中暂时下跌，或下跌过程中暂时上涨。是否构成趋势反转，需要后续信息判断。",
      "category": "技术指标与图形分析",
      "id": "t0170",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 31,
        "matched": "回调",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L31",
        "kind": "文档"
      }
    },
    {
      "term": "超买／超卖",
      "english": "Overbought, Oversold",
      "explanation": "指标显示近期上涨或下跌已经比较极端。超买后仍能继续涨，超卖后也能继续跌。",
      "category": "技术指标与图形分析",
      "id": "t0171",
      "source": {
        "path": "agent/src/skills/technical-basic/SKILL.md",
        "line": 15,
        "matched": "overbought",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/technical-basic/SKILL.md#L15",
        "kind": "文档"
      }
    },
    {
      "term": "均线／简单移动平均",
      "english": "MA, SMA",
      "explanation": "把最近若干期价格取平均，平滑短期波动。例如 20 日均线是最近 20 个交易日价格的平均。",
      "category": "技术指标与图形分析",
      "id": "t0172",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 70,
        "matched": "均线",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L70",
        "kind": "文档"
      }
    },
    {
      "term": "指数移动平均",
      "english": "EMA",
      "explanation": "给较新价格更大权重的均线，因此通常比相同名义周期的简单均线更快跟随行情。",
      "category": "技术指标与图形分析",
      "id": "t0173",
      "source": {
        "path": "agent/src/skills/technical-basic/SKILL.md",
        "line": 3,
        "matched": "EMA",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/technical-basic/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "均线交叉／金叉／死叉",
      "english": "Moving-average crossover",
      "explanation": "较短期均线上穿较长期均线常叫金叉，下穿常叫死叉。是规则信号，不保证后续盈利。",
      "category": "技术指标与图形分析",
      "id": "t0174",
      "source": {
        "path": "agent/src/skills/ichimoku/example_signal_engine.py",
        "line": 16,
        "matched": "金叉",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ichimoku/example_signal_engine.py#L16",
        "kind": "源码"
      }
    },
    {
      "term": "MACD／平滑异同移动平均",
      "english": "Moving average convergence divergence",
      "explanation": "比较快慢指数均线的差，并配合信号线和柱状图，观察趋势与动量变化。不同软件柱状图可能差一个倍数。",
      "category": "技术指标与图形分析",
      "id": "t0175",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 80,
        "matched": "MACD",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L80",
        "kind": "文档"
      }
    },
    {
      "term": "RSI／相对强弱指标",
      "english": "Relative strength index",
      "explanation": "比较一段时间上涨与下跌的力度，通常取值 0 到 100。它衡量自身涨跌，不是股票相对大盘的强弱。",
      "category": "技术指标与图形分析",
      "id": "t0176",
      "source": {
        "path": "agent/src/skills/technical-basic/SKILL.md",
        "line": 3,
        "matched": "RSI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/technical-basic/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "ADX／平均趋向指数",
      "english": "Average directional index",
      "explanation": "衡量趋势强不强，数值高不直接表示上涨。方向通常还要结合 +DI、−DI 或价格判断。",
      "category": "技术指标与图形分析",
      "id": "t0177",
      "source": {
        "path": "agent/src/skills/technical-basic/SKILL.md",
        "line": 3,
        "matched": "ADX",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/technical-basic/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "方向指标",
      "english": "DMI, +DI, -DI",
      "explanation": "用向上与向下的价格运动衡量方向力量，ADX 则由这套框架进一步度量趋势强度。",
      "category": "技术指标与图形分析",
      "id": "t0178",
      "source": {
        "path": "agent/src/skills/technical-basic/SKILL.md",
        "line": 28,
        "matched": "+DI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/technical-basic/SKILL.md#L28",
        "kind": "文档"
      }
    },
    {
      "term": "布林带",
      "english": "Bollinger Bands",
      "explanation": "在均线两侧加减若干倍标准差形成通道。价格触及上轨不自动意味着应该卖出。",
      "category": "技术指标与图形分析",
      "id": "t0179",
      "source": {
        "path": "agent/src/skills/technical-basic/SKILL.md",
        "line": 15,
        "matched": "Bollinger Bands",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/technical-basic/SKILL.md#L15",
        "kind": "文档"
      }
    },
    {
      "term": "真实波幅／平均真实波幅",
      "english": "TR, ATR",
      "explanation": "把当期高低价范围和相对前收盘的跳空一起考虑；ATR 是它的平均值，常用于波动测量和止损距离。",
      "category": "技术指标与图形分析",
      "id": "t0180",
      "source": {
        "path": "agent/src/skills/pine-script/SKILL.md",
        "line": 135,
        "matched": "ATR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pine-script/SKILL.md#L135",
        "kind": "文档"
      }
    },
    {
      "term": "能量潮",
      "english": "OBV, On-balance volume",
      "explanation": "按价格上涨或下跌给成交量加减，观察量能是否支持价格方向。它不是账户真实资金流。",
      "category": "技术指标与图形分析",
      "id": "t0181",
      "source": {
        "path": "agent/src/skills/technical-basic/SKILL.md",
        "line": 3,
        "matched": "OBV",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/technical-basic/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "量比／放量／缩量",
      "english": "Volume ratio, Volume expansion, Volume contraction",
      "explanation": "比较当前成交活跃度与历史参考水平；具体量比可能需要按当日已交易时间调整。",
      "category": "技术指标与图形分析",
      "id": "t0182",
      "source": {
        "path": "agent/src/skills/technical-basic/SKILL.md",
        "line": 3,
        "matched": "volume ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/technical-basic/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "随机指标／KDJ",
      "english": "Stochastic oscillator, KDJ",
      "explanation": "观察收盘价在近期高低价区间中的位置，再作平滑。KDJ 的 J 值在部分定义下可以超过 0 到 100。",
      "category": "技术指标与图形分析",
      "id": "t0183",
      "source": {
        "path": "agent/src/skills/pine-script/SKILL.md",
        "line": 261,
        "matched": "KDJ",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pine-script/SKILL.md#L261",
        "kind": "文档"
      }
    },
    {
      "term": "顺势指标",
      "english": "CCI, Commodity channel index",
      "explanation": "衡量价格偏离近期平均水平的程度，最初用于商品，也常用于股票等市场。",
      "category": "技术指标与图形分析",
      "id": "t0184",
      "source": {
        "path": "agent/src/skills/pine-script/SKILL.md",
        "line": 138,
        "matched": "CCI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pine-script/SKILL.md#L138",
        "kind": "文档"
      }
    },
    {
      "term": "威廉指标",
      "english": "Williams %R",
      "explanation": "用收盘价相对近期最高最低价的位置衡量强弱，常以 −100 到 0 表示；需注意与其他振荡指标的方向差异。",
      "category": "技术指标与图形分析",
      "id": "t0185",
      "source": {
        "path": "agent/src/skills/pine-script/SKILL.md",
        "line": 139,
        "matched": "Williams %R",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pine-script/SKILL.md#L139",
        "kind": "文档"
      }
    },
    {
      "term": "变化率／动量指标",
      "english": "ROC, Momentum indicator",
      "explanation": "比较当前价格与若干期前价格的差或百分比变化，衡量上涨下跌的速度。",
      "category": "技术指标与图形分析",
      "id": "t0186",
      "source": {
        "path": "agent/src/skills/sentiment-analysis/SKILL.md",
        "line": 109,
        "matched": "变化率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/sentiment-analysis/SKILL.md#L109",
        "kind": "文档"
      }
    },
    {
      "term": "乖离率",
      "english": "BIAS",
      "explanation": "当前价格偏离某条均线的百分比。偏离大只是说明离平均值远，不能保证会马上回归。",
      "category": "技术指标与图形分析",
      "id": "t0187",
      "source": {
        "path": "agent/src/skills/ml-strategy/SKILL.md",
        "line": 272,
        "matched": "bias",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ml-strategy/SKILL.md#L272",
        "kind": "文档"
      }
    },
    {
      "term": "资金流量指标",
      "english": "MFI, Money flow index",
      "explanation": "把价格和成交量结合形成类似 RSI 的指标。名称中的“资金流”是计算口径，不是资金账户统计。",
      "category": "技术指标与图形分析",
      "id": "t0188",
      "source": {
        "path": "agent/src/skills/pine-script/SKILL.md",
        "line": 140,
        "matched": "MFI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pine-script/SKILL.md#L140",
        "kind": "文档"
      }
    },
    {
      "term": "累积派发线",
      "english": "Accumulation/distribution line, A/D",
      "explanation": "根据收盘价在当期高低区间的位置给成交量加权累计，作为买卖压力代理。",
      "category": "技术指标与图形分析",
      "id": "t0189",
      "source": null
    },
    {
      "term": "抛物线转向指标",
      "english": "Parabolic SAR",
      "explanation": "在价格上方或下方给出随趋势移动的参考点，常用于跟踪止损和转向判断，震荡时可能反复触发。",
      "category": "技术指标与图形分析",
      "id": "t0190",
      "source": null
    },
    {
      "term": "唐奇安通道",
      "english": "Donchian channel",
      "explanation": "用最近若干期最高价和最低价构成通道，突破通道常用于趋势跟随策略。",
      "category": "技术指标与图形分析",
      "id": "t0191",
      "source": {
        "path": "agent/src/skills/vnpy-export/SKILL.md",
        "line": 194,
        "matched": "Donchian channel",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/vnpy-export/SKILL.md#L194",
        "kind": "文档"
      }
    },
    {
      "term": "背离",
      "english": "Divergence",
      "explanation": "价格创新高或新低，而动量等指标没有同步确认。它提示变化可能出现，不证明反转已发生。",
      "category": "技术指标与图形分析",
      "id": "t0192",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 152,
        "matched": "Divergence",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L152",
        "kind": "文档"
      }
    },
    {
      "term": "跳空／缺口",
      "english": "Gap",
      "explanation": "相邻交易区间之间出现未成交的价格空档。除权造成的机械价格断点应与真实交易跳空区分。",
      "category": "技术指标与图形分析",
      "id": "t0193",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 16,
        "matched": "gap",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L16",
        "kind": "文档"
      }
    },
    {
      "term": "K 线实体／上下影线",
      "english": "Candle body, Wick, Shadow",
      "explanation": "实体是开收盘之间的区间；上影和下影分别连接实体与最高、最低价。",
      "category": "技术指标与图形分析",
      "id": "t0194",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 15,
        "matched": "shadow",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L15",
        "kind": "文档"
      }
    },
    {
      "term": "锤子线",
      "english": "Hammer",
      "explanation": "下影很长、实体靠近高位的 K 线。出现在下跌后常被解读为买盘承接，但仍需后续验证。",
      "category": "技术指标与图形分析",
      "id": "t0195",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 15,
        "matched": "Hammer",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L15",
        "kind": "文档"
      }
    },
    {
      "term": "倒锤子线／射击之星",
      "english": "Inverted hammer, Shooting star",
      "explanation": "二者都常呈长上影和小实体；前者通常讨论下跌后，后者讨论上涨后。位置不同，解读不同。",
      "category": "技术指标与图形分析",
      "id": "t0196",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 16,
        "matched": "Inverted Hammer",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L16",
        "kind": "文档"
      }
    },
    {
      "term": "十字星／纺锤线",
      "english": "Doji, Spinning top",
      "explanation": "十字星开收盘很接近；纺锤线实体较小且有上下影。常描述多空拉锯，不必然是反转。",
      "category": "技术指标与图形分析",
      "id": "t0197",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 18,
        "matched": "Doji",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L18",
        "kind": "文档"
      }
    },
    {
      "term": "看涨吞没／看跌吞没",
      "english": "Bullish engulfing, Bearish engulfing",
      "explanation": "后一根相反方向 K 线的实体包住前一根实体，分别被用作潜在转强或转弱信号。",
      "category": "技术指标与图形分析",
      "id": "t0198",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 24,
        "matched": "Bullish Engulfing",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "看涨孕线／看跌孕线",
      "english": "Bullish harami, Bearish harami",
      "explanation": "后一根较小实体位于前一根大实体范围内，根据此前趋势区分潜在看涨或看跌解释。",
      "category": "技术指标与图形分析",
      "id": "t0199",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 26,
        "matched": "Bullish Harami",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L26",
        "kind": "文档"
      }
    },
    {
      "term": "刺透形态／乌云盖顶",
      "english": "Piercing line, Dark cloud cover",
      "explanation": "后一根 K 线向前一根实体内部明显反向推进的双 K 线形态，分别偏向潜在转强或转弱解读。",
      "category": "技术指标与图形分析",
      "id": "t0200",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 28,
        "matched": "Piercing Line",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L28",
        "kind": "文档"
      }
    },
    {
      "term": "启明星／黄昏星",
      "english": "Morning star, Evening star",
      "explanation": "由三根 K 线构成，中间较小、前后方向相反，分别常出现在下跌后与上涨后。",
      "category": "技术指标与图形分析",
      "id": "t0201",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 34,
        "matched": "Morning Star",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L34",
        "kind": "文档"
      }
    },
    {
      "term": "红三兵／三只乌鸦",
      "english": "Three white soldiers, Three black crows",
      "explanation": "连续三根较有方向性的上涨或下跌 K 线形态。名称只是图形分类，不是必胜信号。",
      "category": "技术指标与图形分析",
      "id": "t0202",
      "source": {
        "path": "agent/src/skills/candlestick/SKILL.md",
        "line": 36,
        "matched": "Three White Soldiers",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/candlestick/SKILL.md#L36",
        "kind": "文档"
      }
    },
    {
      "term": "一目均衡表／云图",
      "english": "Ichimoku Kinko Hyo",
      "explanation": "用多条高低价中点线及前后移动的线观察趋势和支撑阻力。画图位置前移不代表知道未来价格。",
      "category": "技术指标与图形分析",
      "id": "t0203",
      "source": {
        "path": "agent/src/skills/ichimoku/SKILL.md",
        "line": 3,
        "matched": "Ichimoku Kinko Hyo",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ichimoku/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "转换线／基准线",
      "english": "Tenkan-sen, Kijun-sen",
      "explanation": "分别取较短和较长窗口的最高价与最低价中点，是一目均衡表的两条基础线。",
      "category": "技术指标与图形分析",
      "id": "t0204",
      "source": {
        "path": "agent/src/skills/ichimoku/SKILL.md",
        "line": 14,
        "matched": "Tenkan-sen",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ichimoku/SKILL.md#L14",
        "kind": "文档"
      }
    },
    {
      "term": "先行带 A／先行带 B／云层",
      "english": "Senkou Span A, Senkou Span B, Kumo",
      "explanation": "两条按历史数据计算并向前绘制的线，二者之间形成云层。上下边界会随两条线交叉而互换。",
      "category": "技术指标与图形分析",
      "id": "t0205",
      "source": {
        "path": "agent/src/skills/ichimoku/SKILL.md",
        "line": 16,
        "matched": "Senkou Span A",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ichimoku/SKILL.md#L16",
        "kind": "文档"
      }
    },
    {
      "term": "迟行线",
      "english": "Chikou Span",
      "explanation": "把当前收盘价向过去移动绘制的线。回测若把绘图位置误当成当时可见数据，会产生未来信息泄漏。",
      "category": "技术指标与图形分析",
      "id": "t0206",
      "source": {
        "path": "agent/src/skills/ichimoku/SKILL.md",
        "line": 18,
        "matched": "Chikou Span",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ichimoku/SKILL.md#L18",
        "kind": "文档"
      }
    },
    {
      "term": "艾略特波浪",
      "english": "Elliott wave",
      "explanation": "把走势解释为不同层级推进与调整波的分析框架。划浪带有判断空间，不是市场必须遵守的物理规律。",
      "category": "技术指标与图形分析",
      "id": "t0207",
      "source": {
        "path": "agent/src/skills/elliott-wave/SKILL.md",
        "line": 2,
        "matched": "elliott-wave",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/elliott-wave/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "推动浪／调整浪",
      "english": "Impulse wave, Corrective wave",
      "explanation": "波浪框架中，推动浪沿主趋势前进，典型形式为五浪；调整浪反向修正，常见简单形式为三浪。",
      "category": "技术指标与图形分析",
      "id": "t0208",
      "source": {
        "path": "agent/src/skills/elliott-wave/SKILL.md",
        "line": 14,
        "matched": "Impulse wave",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/elliott-wave/SKILL.md#L14",
        "kind": "文档"
      }
    },
    {
      "term": "斐波那契回撤／扩展",
      "english": "Fibonacci retracement, Extension",
      "explanation": "用约 38.2%、61.8%、161.8% 等比例标记可能的回撤或目标区域。比例本身不构成价格预测证据。",
      "category": "技术指标与图形分析",
      "id": "t0209",
      "source": {
        "path": "agent/src/skills/doc-reader/SKILL.md",
        "line": 11,
        "matched": "extension",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/doc-reader/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "摆动高低点",
      "english": "Swing high, Swing low",
      "explanation": "局部一段走势的顶部和底部。若需要后面几根 K 线才能确认，策略不能提前使用确认结果。",
      "category": "技术指标与图形分析",
      "id": "t0210",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 37,
        "matched": "swing high",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L37",
        "kind": "文档"
      }
    },
    {
      "term": "谐波形态",
      "english": "Harmonic pattern",
      "explanation": "按多段价格波动之间的比例关系寻找潜在转折区的图形方法。",
      "category": "技术指标与图形分析",
      "id": "t0211",
      "source": {
        "path": "agent/src/skills/harmonic/example_signal_engine.py",
        "line": 1,
        "matched": "谐波形态",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/harmonic/example_signal_engine.py#L1",
        "kind": "源码"
      }
    },
    {
      "term": "加特利／蝙蝠／蝴蝶／螃蟹形态",
      "english": "Gartley, Bat, Butterfly, Crab",
      "explanation": "四类常见谐波图形，区别在各段回撤和扩展比例。这里的蝴蝶是价格图形，不是期权蝶式组合。",
      "category": "技术指标与图形分析",
      "id": "t0212",
      "source": {
        "path": "agent/src/skills/harmonic/SKILL.md",
        "line": 3,
        "matched": "Gartley",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/harmonic/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "潜在反转区",
      "english": "PRZ, Potential reversal zone",
      "explanation": "多个谐波比例目标重合的价格区域；“潜在”意味着需要验证，不是保证反转的价位。",
      "category": "技术指标与图形分析",
      "id": "t0213",
      "source": {
        "path": "agent/src/skills/harmonic/SKILL.md",
        "line": 3,
        "matched": "PRZ",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/harmonic/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "缠论",
      "english": "Chan theory, Chanlun",
      "explanation": "用分型、笔、线段和中枢等结构描述走势的一套技术分析语言，具体识别方法会随实现细节变化。",
      "category": "技术指标与图形分析",
      "id": "t0214",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 2,
        "matched": "chanlun",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "顶分型／底分型",
      "english": "Fractal, FX",
      "explanation": "缠论对局部顶部和底部的一种结构定义，常涉及相邻 K 线及包含关系处理；不是看到尖角就算确认。",
      "category": "技术指标与图形分析",
      "id": "t0215",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 22,
        "matched": "顶分型",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L22",
        "kind": "文档"
      }
    },
    {
      "term": "笔／线段",
      "english": "BI, Stroke, Segment",
      "explanation": "缠论中连接相邻有效顶底分型的基本走势称为笔，更高一层的组合可形成线段。",
      "category": "技术指标与图形分析",
      "id": "t0216",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 3,
        "matched": "笔",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "中枢",
      "english": "ZS, Central zone",
      "explanation": "缠论中若干次级别走势重叠形成的价格区间，用于判断盘整和趋势结构。",
      "category": "技术指标与图形分析",
      "id": "t0217",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 3,
        "matched": "中枢",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "背驰",
      "english": "Trend exhaustion, Beichi",
      "explanation": "缠论中同方向走势力度衰减的一种判断，通常结合趋势结构和指标；与一般“指标背离”有关但不完全同义。",
      "category": "技术指标与图形分析",
      "id": "t0218",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 30,
        "matched": "背驰",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L30",
        "kind": "文档"
      }
    },
    {
      "term": "一买一卖／二买二卖／三买三卖",
      "english": "First, Second, Third buy/sell points",
      "explanation": "缠论对背驰后转折、后续回试确认、离开中枢后回试等不同结构位置的命名，不是按次数机械买卖。",
      "category": "技术指标与图形分析",
      "id": "t0219",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 30,
        "matched": "一买一卖",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L30",
        "kind": "文档"
      }
    },
    {
      "term": "级别／多周期共振",
      "english": "Timeframe alignment",
      "explanation": "在不同时间尺度观察结构，并寻找同向信号。多个周期来自同一段价格，不代表多份独立证据。",
      "category": "技术指标与图形分析",
      "id": "t0220",
      "source": {
        "path": "agent/src/skills/chanlun/SKILL.md",
        "line": 82,
        "matched": "级别",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/chanlun/SKILL.md#L82",
        "kind": "文档"
      }
    },
    {
      "term": "聪明钱概念",
      "english": "SMC, Smart Money Concepts",
      "explanation": "用结构突破、缺口和所谓订单块解释价格的交易框架。仅凭 K 线不能证明机构真实持仓或意图。",
      "category": "技术指标与图形分析",
      "id": "t0221",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 2,
        "matched": "smc",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "结构突破",
      "english": "BOS, Break of structure",
      "explanation": "SMC 中价格突破此前结构高低点，常被用于识别趋势延续；具体确认规则需要事先定义。",
      "category": "技术指标与图形分析",
      "id": "t0222",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 3,
        "matched": "BOS",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "特征改变",
      "english": "ChoCH, Change of character",
      "explanation": "SMC 中第一次出现与原有趋势结构相反的破坏，常当作潜在转向信号。",
      "category": "技术指标与图形分析",
      "id": "t0223",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 3,
        "matched": "ChoCH",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "公允价值缺口",
      "english": "FVG, Fair value gap",
      "explanation": "SMC 对特定三根 K 线之间未充分重叠区域的称呼。它不是财务估值中的公允价值，也不保证未来回补。",
      "category": "技术指标与图形分析",
      "id": "t0224",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 3,
        "matched": "FVG",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "订单块",
      "english": "Order block",
      "explanation": "SMC 中被解释为大资金活动区域的特定价格区间。它是图形推断，不能等同于真实交易所订单簿。",
      "category": "技术指标与图形分析",
      "id": "t0225",
      "source": null
    },
    {
      "term": "流动性扫掠／扫止损",
      "english": "Liquidity sweep, Stop hunt",
      "explanation": "价格越过显眼高低点、触发附近订单后回归的走势描述。仅凭这种形态不能断言有人故意操纵。",
      "category": "技术指标与图形分析",
      "id": "t0226",
      "source": {
        "path": "agent/src/skills/smc/SKILL.md",
        "line": 18,
        "matched": "Stop-hunt",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/smc/SKILL.md#L18",
        "kind": "文档"
      }
    },
    {
      "term": "交易策略",
      "english": "Trading strategy",
      "explanation": "一套可重复的选标的、入场、仓位、退出和风险规则。只说“看好行业”还不是完整可执行策略。",
      "category": "策略、选股与因子研究",
      "id": "t0227",
      "source": {
        "path": "agent/src/skills/pair-trading/SKILL.md",
        "line": 3,
        "matched": "trading strategy",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pair-trading/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "交易信号",
      "english": "Trading signal",
      "explanation": "规则在某一时刻给出的行动提示，例如买入、卖出或观望。信号生成与能否执行是不同环节。",
      "category": "策略、选股与因子研究",
      "id": "t0228",
      "source": {
        "path": "agent/src/factors/zoo/gtja191/alpha_011.py",
        "line": 5,
        "matched": "交易信号",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/gtja191/alpha_011.py#L5",
        "kind": "源码"
      }
    },
    {
      "term": "量化交易",
      "english": "Quantitative trading",
      "explanation": "用数据和明确规则研究并执行投资决策。日频选股也是量化，并不要求高频或 Level 2 数据。",
      "category": "策略、选股与因子研究",
      "id": "t0229",
      "source": {
        "path": "agent/src/skills/strategy-generate/SKILL.md",
        "line": 3,
        "matched": "quantitative trading",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/strategy-generate/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "高频交易",
      "english": "HFT, High-frequency trading",
      "explanation": "高度依赖高速行情、低延迟和高频订单处理的一类交易。它是量化的一部分，不代表所有量化。",
      "category": "策略、选股与因子研究",
      "id": "t0230",
      "source": {
        "path": "agent/src/skills/market-microstructure/SKILL.md",
        "line": 298,
        "matched": "High-frequency trading",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/market-microstructure/SKILL.md#L298",
        "kind": "文档"
      }
    },
    {
      "term": "日内交易／波段交易",
      "english": "Intraday trading, Swing trading",
      "explanation": "前者主要在同一交易日内完成交易周期，后者围绕数天或更长的价格波段持仓。",
      "category": "策略、选股与因子研究",
      "id": "t0231",
      "source": {
        "path": "agent/src/factors/zoo/gtja191/alpha_061.py",
        "line": 5,
        "matched": "日内交易",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/gtja191/alpha_061.py#L5",
        "kind": "源码"
      }
    },
    {
      "term": "趋势跟随／动量策略",
      "english": "Trend following, Momentum",
      "explanation": "根据过去的方向延续建立仓位。时间序列动量看资产自身走势，横截面动量比较多个资产的相对强弱。",
      "category": "策略、选股与因子研究",
      "id": "t0232",
      "source": {
        "path": "agent/src/skills/alpha-zoo/SKILL.md",
        "line": 22,
        "matched": "momentum",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/alpha-zoo/SKILL.md#L22",
        "kind": "文档"
      }
    },
    {
      "term": "均值回归",
      "english": "Mean reversion",
      "explanation": "假设某个价格关系或统计量偏离常态后会回到附近。关键是这个“常态”是否仍然存在。",
      "category": "策略、选股与因子研究",
      "id": "t0233",
      "source": {
        "path": "agent/src/skills/pair-trading/SKILL.md",
        "line": 3,
        "matched": "mean reversion",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pair-trading/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "反转策略",
      "english": "Reversal",
      "explanation": "买入此前弱势资产、卖出此前强势资产，试图获利于方向逆转。与动量是不同的研究假设。",
      "category": "策略、选股与因子研究",
      "id": "t0234",
      "source": {
        "path": "agent/src/skills/alpha-zoo/SKILL.md",
        "line": 32,
        "matched": "reversal",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/alpha-zoo/SKILL.md#L32",
        "kind": "文档"
      }
    },
    {
      "term": "价值投资",
      "english": "Value investing",
      "explanation": "寻找市场价格相对合理估值较低的资产，同时检验便宜是否有业务或风险方面的原因。",
      "category": "策略、选股与因子研究",
      "id": "t0235",
      "source": {
        "path": "agent/src/factors/zoo/academic/hml.py",
        "line": 5,
        "matched": "价值投资",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/hml.py#L5",
        "kind": "源码"
      }
    },
    {
      "term": "成长投资",
      "english": "Growth investing",
      "explanation": "重视公司未来收入、利润或市场空间增长。高增长不代表无论什么价格买入都划算。",
      "category": "策略、选股与因子研究",
      "id": "t0236",
      "source": null
    },
    {
      "term": "质量投资",
      "english": "Quality investing",
      "explanation": "偏好盈利可靠、资产负债稳健、现金流较好等特征，具体“质量”指标组合需要说明。",
      "category": "策略、选股与因子研究",
      "id": "t0237",
      "source": null
    },
    {
      "term": "低波动策略",
      "english": "Low-volatility strategy",
      "explanation": "选择或配置历史波动较低的资产。低波动不意味着不会大跌，也可能伴随行业集中。",
      "category": "策略、选股与因子研究",
      "id": "t0238",
      "source": null
    },
    {
      "term": "股息策略",
      "english": "Dividend strategy",
      "explanation": "按股息率、分红持续性或分红增长等条件投资，需同时检查公司能否持续支付。",
      "category": "策略、选股与因子研究",
      "id": "t0239",
      "source": {
        "path": "agent/src/skills/regulatory-knowledge/SKILL.md",
        "line": 239,
        "matched": "股息策略",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/regulatory-knowledge/SKILL.md#L239",
        "kind": "文档"
      }
    },
    {
      "term": "行业轮动／风格轮动",
      "english": "Sector rotation, Style rotation",
      "explanation": "根据规则在行业或价值、成长、大小盘等风格之间调整配置。",
      "category": "策略、选股与因子研究",
      "id": "t0240",
      "source": {
        "path": "agent/SKILL.md",
        "line": 132,
        "matched": "sector rotation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L132",
        "kind": "文档"
      }
    },
    {
      "term": "季节性／日历效应",
      "english": "Seasonality, Calendar effect",
      "explanation": "收益或成交在月份、星期等日历位置上呈现历史规律。发现规律后仍需排除偶然性和交易成本。",
      "category": "策略、选股与因子研究",
      "id": "t0241",
      "source": {
        "path": "agent/src/skills/seasonal/SKILL.md",
        "line": 3,
        "matched": "calendar-effect",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/seasonal/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "事件驱动",
      "english": "Event-driven strategy",
      "explanation": "围绕财报、并购、分拆、增发等事件研究价格变化。事件发生日期和市场何时得知消息非常关键。",
      "category": "策略、选股与因子研究",
      "id": "t0242",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 441,
        "matched": "事件驱动",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L441",
        "kind": "文档"
      }
    },
    {
      "term": "统计套利",
      "english": "Statistical arbitrage",
      "explanation": "利用数据中相对价格关系的偏离交易，依靠概率优势而非确定无风险收益。",
      "category": "策略、选股与因子研究",
      "id": "t0243",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 369,
        "matched": "统计套利",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L369",
        "kind": "文档"
      }
    },
    {
      "term": "配对交易",
      "english": "Pairs trading",
      "explanation": "买入相对便宜的一边，同时卖出相对贵的一边，押注两者关系回归。相似公司不一定长期保持稳定价差。",
      "category": "策略、选股与因子研究",
      "id": "t0244",
      "source": {
        "path": "agent/src/skills/pair-trading/example_signal_engine.py",
        "line": 1,
        "matched": "配对交易",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pair-trading/example_signal_engine.py#L1",
        "kind": "源码"
      }
    },
    {
      "term": "价差组合",
      "english": "Spread portfolio",
      "explanation": "把两个或多个资产按特定比例组合，研究它们之间的相对变化；不只是简单相减两个原始价格。",
      "category": "策略、选股与因子研究",
      "id": "t0245",
      "source": null
    },
    {
      "term": "对冲比率",
      "english": "Hedge ratio",
      "explanation": "为抵消风险，需要配置多少对冲资产。例如持有组合对指数更敏感时，可能需要更多指数空头。",
      "category": "策略、选股与因子研究",
      "id": "t0246",
      "source": {
        "path": "agent/src/skills/pair-trading/SKILL.md",
        "line": 27,
        "matched": "hedge-ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pair-trading/SKILL.md#L27",
        "kind": "文档"
      }
    },
    {
      "term": "市场中性／多空策略",
      "english": "Market neutral, Long-short",
      "explanation": "多空策略同时做多一些资产、做空另一些；市场中性进一步希望降低整体市场方向风险，但不能消除全部风险。",
      "category": "策略、选股与因子研究",
      "id": "t0247",
      "source": {
        "path": "agent/src/skills/multi-factor/SKILL.md",
        "line": 61,
        "matched": "long-short",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/multi-factor/SKILL.md#L61",
        "kind": "文档"
      }
    },
    {
      "term": "套利／无套利",
      "english": "Arbitrage, No-arbitrage",
      "explanation": "严格套利是在明确假设下无需承担净风险获得收益；现实中常被称作套利的策略仍有成交、融资、基差和对手方风险。",
      "category": "策略、选股与因子研究",
      "id": "t0248",
      "source": {
        "path": "agent/SKILL.md",
        "line": 129,
        "matched": "arbitrage",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L129",
        "kind": "文档"
      }
    },
    {
      "term": "因子",
      "english": "Factor",
      "explanation": "用来解释收益或给资产打分的特征，例如估值、动量和市值。因子既可能是风险来源，也可能是选股信号。",
      "category": "策略、选股与因子研究",
      "id": "t0249",
      "source": {
        "path": "agent/src/factors/zoo/academic/bab.py",
        "line": 2,
        "matched": "因子",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/bab.py#L2",
        "kind": "源码"
      }
    },
    {
      "term": "因子值／因子暴露",
      "english": "Factor value, Factor exposure, Loading",
      "explanation": "某资产的特征得分，或收益对某因子的敏感程度。横截面标准化得分与回归系数不是同一单位。",
      "category": "策略、选股与因子研究",
      "id": "t0250",
      "source": {
        "path": "agent/src/skills/factor-research/SKILL.md",
        "line": 33,
        "matched": "factor-value",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/factor-research/SKILL.md#L33",
        "kind": "文档"
      }
    },
    {
      "term": "因子收益／因子溢价",
      "english": "Factor return, Factor premium",
      "explanation": "持有某种特征风险对应的收益差或模型估计收益。历史溢价不保证未来继续存在。",
      "category": "策略、选股与因子研究",
      "id": "t0251",
      "source": {
        "path": "agent/src/factors/zoo/gtja191/alpha_055.py",
        "line": 65,
        "matched": "factor\n    return",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/gtja191/alpha_055.py#L65",
        "kind": "源码"
      }
    },
    {
      "term": "Alpha／阿尔法",
      "english": "Alpha",
      "explanation": "严格意义上是扣除所选风险模型解释部分后的超额表现；项目也用它泛指预测信号。简单跑赢指数不一定就是风险调整后的 alpha。",
      "category": "策略、选股与因子研究",
      "id": "t0252",
      "source": {
        "path": "agent/src/skills/alpha-zoo/SKILL.md",
        "line": 2,
        "matched": "alpha",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/alpha-zoo/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "Beta／贝塔",
      "english": "Beta",
      "explanation": "收益对市场或某个因子的敏感度。市场 beta 为 1.2，表示模型估计市场变动 1% 时资产平均联动约 1.2%，不是逐日保证。",
      "category": "策略、选股与因子研究",
      "id": "t0253",
      "source": {
        "path": "agent/src/factors/zoo/academic/bab.py",
        "line": 2,
        "matched": "贝塔",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/bab.py#L2",
        "kind": "源码"
      }
    },
    {
      "term": "风险因子／风格因子",
      "english": "Risk factor, Style factor",
      "explanation": "导致很多资产一起变化的共同特征，如市场、规模、价值和行业。多个股票可以共享同一个风险因子。",
      "category": "策略、选股与因子研究",
      "id": "t0254",
      "source": {
        "path": "agent/src/factors/zoo/academic/cma.py",
        "line": 3,
        "matched": "风格因子",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/cma.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "多因子模型",
      "english": "Multi-factor model",
      "explanation": "同时用多个特征解释或预测收益，尽量避免把所有表现归因于单一指标。",
      "category": "策略、选股与因子研究",
      "id": "t0255",
      "source": {
        "path": "agent/src/factors/zoo/alpha101/alpha_011.py",
        "line": 5,
        "matched": "多因子模型",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/alpha101/alpha_011.py#L5",
        "kind": "源码"
      }
    },
    {
      "term": "因子库／Alpha Zoo",
      "english": "Factor zoo",
      "explanation": "项目集中管理的因子集合。“动物园”是比喻，表示候选信号多，需要筛选和检验。",
      "category": "策略、选股与因子研究",
      "id": "t0256",
      "source": {
        "path": "agent/src/skills/alpha-zoo/SKILL.md",
        "line": 2,
        "matched": "alpha-zoo",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/alpha-zoo/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "Alpha101／Alpha191／Alpha158",
      "english": "WorldQuant 101, Alpha191, Qlib Alpha158",
      "explanation": "不同来源的公式或特征家族。编号代表定义好的计算配方，不表示第 101 号因子一定更好；也不等同于 101 项独立经济规律。",
      "category": "策略、选股与因子研究",
      "id": "t0257",
      "source": {
        "path": "agent/src/skills/multi-factor/SKILL.md",
        "line": 69,
        "matched": "alpha101",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/multi-factor/SKILL.md#L69",
        "kind": "文档"
      }
    },
    {
      "term": "Fama–French 三因子／五因子",
      "english": "FF3, FF5",
      "explanation": "用市场、规模、价值等共同因素解释股票收益；五因子再加入盈利能力与投资风格。",
      "category": "策略、选股与因子研究",
      "id": "t0258",
      "source": {
        "path": "agent/src/factors/zoo/academic/cma.py",
        "line": 4,
        "matched": "五因子",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/cma.py#L4",
        "kind": "源码"
      }
    },
    {
      "term": "市场因子",
      "english": "MKT, MKT-RF",
      "explanation": "通常表示市场组合相对无风险收益的超额收益，衡量整体股市风险。",
      "category": "策略、选股与因子研究",
      "id": "t0259",
      "source": {
        "path": "agent/src/factors/zoo/academic/mkt_rf.py",
        "line": 3,
        "matched": "Mkt",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/mkt_rf.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "规模因子",
      "english": "SMB, Small minus big",
      "explanation": "小市值组合收益减大市值组合收益。正值表示该期小盘相对表现更强。",
      "category": "策略、选股与因子研究",
      "id": "t0260",
      "source": {
        "path": "agent/src/factors/zoo/academic/smb.py",
        "line": 3,
        "matched": "规模因子",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/smb.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "价值因子",
      "english": "HML, High minus low",
      "explanation": "高账面市值比组合减低账面市值比组合，近似“便宜股减贵股”。不是高市净率减低市净率。",
      "category": "策略、选股与因子研究",
      "id": "t0261",
      "source": {
        "path": "agent/src/factors/zoo/academic/hml.py",
        "line": 3,
        "matched": "价值因子",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/hml.py#L3",
        "kind": "源码"
      },
      "reference": {
        "title": "MSCI：因子投资基础",
        "url": "https://www.msci.com/downloads/web/msci-com/indexes/index-category/quality-and-high-dividend-yield-indexes/Foundations_of_Factor_Investing.pdf"
      }
    },
    {
      "term": "盈利能力因子",
      "english": "RMW, Robust minus weak",
      "explanation": "盈利能力较强组合减较弱组合，用来刻画盈利质量相关收益差。与绩效统计中也译作“盈利因子”的 Profit Factor 不同。",
      "category": "策略、选股与因子研究",
      "id": "t0262",
      "source": {
        "path": "agent/src/factors/zoo/academic/rmw.py",
        "line": 3,
        "matched": "盈利能力因子",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/rmw.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "投资因子",
      "english": "CMA, Conservative minus aggressive",
      "explanation": "资产投资扩张较保守组合减较激进组合，属于五因子模型的一部分。",
      "category": "策略、选股与因子研究",
      "id": "t0263",
      "source": {
        "path": "agent/src/factors/zoo/academic/cma.py",
        "line": 3,
        "matched": "CMA",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/cma.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "动量因子／Carhart 四因子",
      "english": "MOM, UMD, Carhart",
      "explanation": "动量因子通常买过去赢家、卖过去输家；Carhart 在三因子基础上加入动量因素。",
      "category": "策略、选股与因子研究",
      "id": "t0264",
      "source": {
        "path": "agent/src/skills/alpha-zoo/SKILL.md",
        "line": 3,
        "matched": "Carhart",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/alpha-zoo/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "因子 IC",
      "english": "Information coefficient, IC",
      "explanation": "因子打分与之后收益的相关性，衡量打分能否区分未来表现。通常在每个日期的股票横截面计算。",
      "category": "策略、选股与因子研究",
      "id": "t0265",
      "source": {
        "path": "agent/src/skills/social-media-intelligence/SKILL.md",
        "line": 707,
        "matched": "information coefficient",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/social-media-intelligence/SKILL.md#L707",
        "kind": "文档"
      }
    },
    {
      "term": "Rank IC",
      "english": "Rank information coefficient",
      "explanation": "先把因子值和之后收益转换为排名，再计算相关性，更关注排序能力而非数值是否线性对应。",
      "category": "策略、选股与因子研究",
      "id": "t0266",
      "source": {
        "path": "agent/mcp_server.py",
        "line": 832,
        "matched": "rank IC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/mcp_server.py#L832",
        "kind": "源码"
      }
    },
    {
      "term": "ICIR",
      "english": "IC information ratio",
      "explanation": "IC 的平均值除以其波动，衡量因子预测关系是否稳定。有的实现再年化，必须说明计算频率。",
      "category": "策略、选股与因子研究",
      "id": "t0267",
      "source": {
        "path": "agent/src/factors/bench_runner.py",
        "line": 369,
        "matched": "ic_information_ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/bench_runner.py#L369",
        "kind": "源码"
      }
    },
    {
      "term": "分组回测／分位数组合",
      "english": "Quantile portfolio",
      "explanation": "按因子得分把股票分成若干组，比较高分组是否持续优于低分组。",
      "category": "策略、选股与因子研究",
      "id": "t0268",
      "source": {
        "path": "README_zh.md",
        "line": 89,
        "matched": "分位数组合",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README_zh.md#L89",
        "kind": "文档"
      }
    },
    {
      "term": "多空收益差／单调性",
      "english": "Long-short spread, Monotonicity",
      "explanation": "多空差通常是最高分组减最低分组收益；单调性看各组表现是否随得分逐级变化。",
      "category": "策略、选股与因子研究",
      "id": "t0269",
      "source": {
        "path": "agent/src/skills/factor-research/SKILL.md",
        "line": 65,
        "matched": "Monotonicity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/factor-research/SKILL.md#L65",
        "kind": "文档"
      }
    },
    {
      "term": "横截面／时间序列",
      "english": "Cross section, Time series",
      "explanation": "横截面是在同一时点比较多个资产；时间序列是观察一个对象随时间怎样变化。",
      "category": "策略、选股与因子研究",
      "id": "t0270",
      "source": {
        "path": "agent/src/skills/multi-factor/SKILL.md",
        "line": 10,
        "matched": "cross-section",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/multi-factor/SKILL.md#L10",
        "kind": "文档"
      }
    },
    {
      "term": "因子中性化",
      "english": "Neutralization",
      "explanation": "剔除因子中由市值、行业等已知特征解释的部分，观察剩余信号是否仍有效。",
      "category": "策略、选股与因子研究",
      "id": "t0271",
      "source": {
        "path": "agent/src/skills/factor-research/SKILL.md",
        "line": 117,
        "matched": "Neutralization",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/factor-research/SKILL.md#L117",
        "kind": "文档"
      }
    },
    {
      "term": "行业中性／市值中性",
      "english": "Sector neutral, Size neutral",
      "explanation": "尽量减少组合或信号对行业配置、公司规模的倾向，让研究聚焦其他来源。",
      "category": "策略、选股与因子研究",
      "id": "t0272",
      "source": {
        "path": "README_zh.md",
        "line": 86,
        "matched": "行业中性",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README_zh.md#L86",
        "kind": "文档"
      }
    },
    {
      "term": "正交化",
      "english": "Orthogonalization",
      "explanation": "把与已有变量线性重复的部分剔除，减少重复计分。结果取决于基准变量与处理顺序。",
      "category": "策略、选股与因子研究",
      "id": "t0273",
      "source": {
        "path": "agent/src/skills/social-media-intelligence/SKILL.md",
        "line": 792,
        "matched": "Orthogonalization",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/social-media-intelligence/SKILL.md#L792",
        "kind": "文档"
      }
    },
    {
      "term": "标准化／Z 分数",
      "english": "Standardization, Z-score",
      "explanation": "把数值减去平均值，再除以标准差。例如 Z=2 表示高于平均值两个标准差，不代表发生概率固定。",
      "category": "策略、选股与因子研究",
      "id": "t0274",
      "source": {
        "path": "agent/src/skills/multi-factor/SKILL.md",
        "line": 3,
        "matched": "standardization",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/multi-factor/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "去极值／缩尾",
      "english": "Winsorization, Clipping",
      "explanation": "限制少数极端数值对分析的影响，例如把最极端的 1% 压到边界。不能据此掩盖真实尾部风险。",
      "category": "策略、选股与因子研究",
      "id": "t0275",
      "source": {
        "path": "agent/cli/_legacy.py",
        "line": 748,
        "matched": "clipping",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/cli/_legacy.py#L748",
        "kind": "源码"
      }
    },
    {
      "term": "中位数绝对偏差",
      "english": "MAD, Median absolute deviation",
      "explanation": "用到中位数距离的典型大小衡量离散程度，比普通标准差更不容易被少数异常值带偏。",
      "category": "策略、选股与因子研究",
      "id": "t0276",
      "source": {
        "path": "agent/src/skills/correlation-regime/SKILL.md",
        "line": 237,
        "matched": "MAD",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-regime/SKILL.md#L237",
        "kind": "文档"
      }
    },
    {
      "term": "因子衰减／信号半衰期",
      "english": "Factor decay, Signal half-life",
      "explanation": "信号预测能力随持有时间减弱；半衰期表示某种影响衰减一半的时间。与配对价差的均值回复半衰期要分清。",
      "category": "策略、选股与因子研究",
      "id": "t0277",
      "source": {
        "path": "agent/src/skills/factor-research/SKILL.md",
        "line": 16,
        "matched": "Factor decay",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/factor-research/SKILL.md#L16",
        "kind": "文档"
      }
    },
    {
      "term": "因子拥挤",
      "english": "Factor crowding",
      "explanation": "很多资金同时交易相似信号，可能压低未来收益，并在集中撤退时放大损失。",
      "category": "策略、选股与因子研究",
      "id": "t0278",
      "source": {
        "path": "agent/src/skills/factor-research/SKILL.md",
        "line": 127,
        "matched": "Factor Crowding",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/factor-research/SKILL.md#L127",
        "kind": "文档"
      }
    },
    {
      "term": "因子纯度",
      "english": "Factor purity",
      "explanation": "检查因子是否只依赖允许的数据、是否夹带目标收益或其他禁止信息。通过相关测试不等于已证明绝无泄漏。",
      "category": "策略、选股与因子研究",
      "id": "t0279",
      "source": null
    },
    {
      "term": "股票池／可投资范围",
      "english": "Universe, Investable universe",
      "explanation": "策略在每个时点允许选择的标的集合。回测要使用当时的集合，不能只拿今天还活着的股票。",
      "category": "策略、选股与因子研究",
      "id": "t0280",
      "source": {
        "path": "agent/src/skills/alpha-zoo/SKILL.md",
        "line": 3,
        "matched": "universe",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/alpha-zoo/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "选股过滤／条件筛选",
      "english": "Screening, Fundamental filter",
      "explanation": "先按上市时间、流动性、盈利、风险警示等规则排除不符合条件的资产。",
      "category": "策略、选股与因子研究",
      "id": "t0281",
      "source": {
        "path": "agent/src/skills/factor-research/SKILL.md",
        "line": 11,
        "matched": "screening",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/factor-research/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "机器学习策略／预测标签",
      "english": "ML strategy, Target label",
      "explanation": "让模型从历史特征学习与未来目标的关系。标签可能是未来收益、方向或风险，训练时必须避免看到未来。",
      "category": "策略、选股与因子研究",
      "id": "t0282",
      "source": {
        "path": "agent/SKILL.md",
        "line": 126,
        "matched": "ML strategy",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L126",
        "kind": "文档"
      }
    },
    {
      "term": "特征工程／特征重要性",
      "english": "Feature engineering, Feature importance",
      "explanation": "前者把原始数据加工成可用指标；后者衡量模型多依赖某特征。重要性高不证明该特征有因果作用。",
      "category": "策略、选股与因子研究",
      "id": "t0283",
      "source": {
        "path": "agent/src/factors/zoo/qlib158/LICENSE.md",
        "line": 57,
        "matched": "feature engineering",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/qlib158/LICENSE.md#L57",
        "kind": "文档"
      }
    },
    {
      "term": "研究假说／证伪条件",
      "english": "Investment thesis, Falsification",
      "explanation": "清楚说出为何某策略应有效，以及看到什么证据就承认判断不成立，便于停止无效研究或持仓。",
      "category": "策略、选股与因子研究",
      "id": "t0284",
      "source": {
        "path": "agent/src/skills/thesis-tracker/SKILL.md",
        "line": 4,
        "matched": "investment thesis",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/thesis-tracker/SKILL.md#L4",
        "kind": "文档"
      }
    },
    {
      "term": "低贝塔异象",
      "english": "BAB, Betting against beta",
      "explanation": "研究低 beta 资产风险调整后可能优于高 beta 资产的现象。项目提供的价格排序代理与原论文完整杠杆调整组合不同。",
      "category": "策略、选股与因子研究",
      "id": "t0285",
      "source": {
        "path": "agent/src/factors/zoo/academic/bab.py",
        "line": 2,
        "matched": "BAB",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/bab.py#L2",
        "kind": "源码"
      }
    },
    {
      "term": "52 周高点因子",
      "english": "HIGH52W, 52-week-high momentum",
      "explanation": "比较当前价格离过去一年高点有多近，作为动量特征。接近高点不保证接下来继续上涨。",
      "category": "策略、选股与因子研究",
      "id": "t0286",
      "source": {
        "path": "agent/src/factors/zoo/academic/high52w.py",
        "line": 3,
        "matched": "HIGH52W",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/high52w.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "短期反转／收益偏度因子",
      "english": "STREV, RETSKEW",
      "explanation": "分别按近期涨跌反向打分，或按收益分布的不对称程度打分，具体持有方向由定义决定。",
      "category": "策略、选股与因子研究",
      "id": "t0287",
      "source": {
        "path": "agent/src/factors/zoo/academic/strev.py",
        "line": 3,
        "matched": "短期反转",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/strev.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "相关性重连",
      "english": "Correlation rewiring",
      "explanation": "比较近期与此前窗口的相关矩阵变化，判断某资产与市场关系是否重构；项目因子把关系较稳定者排得更高，是待验证的风险视角。",
      "category": "策略、选股与因子研究",
      "id": "t0288",
      "source": {
        "path": "agent/src/factors/zoo/academic/LICENSE.md",
        "line": 31,
        "matched": "correlation-rewiring",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/LICENSE.md#L31",
        "kind": "文档"
      }
    },
    {
      "term": "价格代理因子",
      "english": "Price proxy",
      "explanation": "用价格成交等易得数据近似本应需要财务或经济数据的特征。代理的 RMW、CMA 等不能自动等同于原始学术因子。",
      "category": "策略、选股与因子研究",
      "id": "t0289",
      "source": {
        "path": "agent/src/factors/zoo/academic/cma.py",
        "line": 28,
        "matched": "PRICE PROXY",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/cma.py#L28",
        "kind": "源码"
      }
    },
    {
      "term": "预热期",
      "english": "Warm-up, Lookback",
      "explanation": "指标需要积累多少历史记录才能计算稳定数值。缺乏预热时的空值不能随意填成有效信号。",
      "category": "策略、选股与因子研究",
      "id": "t0290",
      "source": {
        "path": "agent/src/skills/multi-factor/SKILL.md",
        "line": 37,
        "matched": "lookback",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/multi-factor/SKILL.md#L37",
        "kind": "文档"
      }
    },
    {
      "term": "信号生命周期／衰减停用",
      "english": "Strategy lifecycle, Decay, Disabled",
      "explanation": "项目跟踪一个策略从研究、评估到表现恶化或停用的状态。“已入库”不代表“已证明适合实盘”。",
      "category": "策略、选股与因子研究",
      "id": "t0291",
      "source": {
        "path": "agent/src/skills/factor-research/SKILL.md",
        "line": 16,
        "matched": "decay",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/factor-research/SKILL.md#L16",
        "kind": "文档"
      }
    },
    {
      "term": "回测",
      "english": "Backtest",
      "explanation": "把策略规则放进历史行情中模拟执行，检验过去会发生什么。结果依赖数据、成交假设与成本，不等于未来保证。",
      "category": "回测、收益与绩效归因",
      "id": "t0292",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 318,
        "matched": "backtest",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L318",
        "kind": "文档"
      }
    },
    {
      "term": "向量化回测／事件驱动回测",
      "english": "Vectorized backtest, Event-driven backtest",
      "explanation": "前者常把整段时间的数据成批计算，后者按事件推进状态。两种实现都可以有错误或合理的成交模型，名称本身不代表准确度。",
      "category": "回测、收益与绩效归因",
      "id": "t0293",
      "source": {
        "path": "agent/SKILL.md",
        "line": 146,
        "matched": "vectorized backtest",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L146",
        "kind": "文档"
      }
    },
    {
      "term": "回测撮合模型",
      "english": "Fill model",
      "explanation": "规定模拟订单什么时候、按什么价格和数量成交。例如“下根 K 线开盘成交”与“当前收盘成交”会产生不同结果。",
      "category": "回测、收益与绩效归因",
      "id": "t0294",
      "source": {
        "path": "agent/src/quantlib/impact.py",
        "line": 144,
        "matched": "fill model",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/impact.py#L144",
        "kind": "源码"
      }
    },
    {
      "term": "同根 K 线偏差",
      "english": "Same-bar bias",
      "explanation": "用某根 K 线结束后才能知道的信号，却假装在这根线内的有利价格成交，使回测得到现实中拿不到的机会。",
      "category": "回测、收益与绩效归因",
      "id": "t0295",
      "source": null
    },
    {
      "term": "未来函数／前视偏差",
      "english": "Look-ahead bias",
      "explanation": "决策用到了当时尚不知道的信息，例如提前知道未来收盘价或财报修订值，是回测虚高的常见原因。",
      "category": "回测、收益与绩效归因",
      "id": "t0296",
      "source": {
        "path": "agent/src/skills/ml-strategy/SKILL.md",
        "line": 272,
        "matched": "Look-ahead bias",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ml-strategy/SKILL.md#L272",
        "kind": "文档"
      }
    },
    {
      "term": "幸存者偏差",
      "english": "Survivorship bias",
      "explanation": "研究只保留现在仍上市或仍存在的对象，漏掉退市、失败基金等，导致历史看上去比真实情况好。",
      "category": "回测、收益与绩效归因",
      "id": "t0297",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 315,
        "matched": "Survivorship bias",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L315",
        "kind": "文档"
      }
    },
    {
      "term": "时点数据／可得时间",
      "english": "Point-in-time, PIT, Availability time",
      "explanation": "记录信息当时何时真正可用，而不仅是它属于哪个报告期。三月末财务数据可能到四月才公布。",
      "category": "回测、收益与绩效归因",
      "id": "t0298",
      "source": {
        "path": "agent/backtest/models.py",
        "line": 103,
        "matched": "point in time",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/models.py#L103",
        "kind": "源码"
      }
    },
    {
      "term": "数据泄漏",
      "english": "Data leakage",
      "explanation": "训练或决策意外使用了未来、验证集或目标答案信息。全样本标准化也可能让测试期信息提前进入训练。",
      "category": "回测、收益与绩效归因",
      "id": "t0299",
      "source": {
        "path": "agent/src/skills/ml-strategy/SKILL.md",
        "line": 10,
        "matched": "data leakage",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ml-strategy/SKILL.md#L10",
        "kind": "文档"
      }
    },
    {
      "term": "样本内／样本外",
      "english": "In-sample, Out-of-sample, IS, OOS",
      "explanation": "用于设计或拟合策略的数据，与事先没参与设计、用于检验的数据。反复根据样本外结果调参，会让它不再真正独立。",
      "category": "回测、收益与绩效归因",
      "id": "t0300",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 333,
        "matched": "out-of-sample",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L333",
        "kind": "文档"
      }
    },
    {
      "term": "训练集／验证集／测试集",
      "english": "Train, Validation, Test",
      "explanation": "分别用于学习参数、选择方案和最终评估。金融序列通常还要尊重时间顺序和信息跨度。",
      "category": "回测、收益与绩效归因",
      "id": "t0301",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 102,
        "matched": "test",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L102",
        "kind": "文档"
      }
    },
    {
      "term": "过拟合／欠拟合",
      "english": "Overfitting, Underfitting",
      "explanation": "过拟合把历史噪声记成规律；欠拟合则模型太粗糙，连有用关系也抓不住。",
      "category": "回测、收益与绩效归因",
      "id": "t0302",
      "source": {
        "path": "agent/src/skills/ml-strategy/SKILL.md",
        "line": 261,
        "matched": "overfitting",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ml-strategy/SKILL.md#L261",
        "kind": "文档"
      }
    },
    {
      "term": "参数寻优／网格搜索",
      "english": "Parameter optimization, Grid search",
      "explanation": "尝试不同阈值或窗口，寻找较好的历史结果。试得越多，越需要防范偶然挑中“幸运冠军”。",
      "category": "回测、收益与绩效归因",
      "id": "t0303",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 14,
        "matched": "parameter optimization",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L14",
        "kind": "文档"
      }
    },
    {
      "term": "走步检验／滚动训练",
      "english": "Walk-forward analysis",
      "explanation": "用过去一段数据拟合，再到后面一段检验，随后向前滚动，模拟随时间更新策略。",
      "category": "回测、收益与绩效归因",
      "id": "t0304",
      "source": {
        "path": "agent/backtest/validation.py",
        "line": 6,
        "matched": "Walk-Forward analysis",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/validation.py#L6",
        "kind": "源码"
      }
    },
    {
      "term": "滚动窗口／扩展窗口",
      "english": "Rolling window, Expanding window",
      "explanation": "滚动窗口只保留最近固定长度历史；扩展窗口随着时间不断加入新历史而不丢掉旧样本。",
      "category": "回测、收益与绩效归因",
      "id": "t0305",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 78,
        "matched": "滚动窗口",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L78",
        "kind": "文档"
      }
    },
    {
      "term": "交叉验证",
      "english": "Cross-validation, CV",
      "explanation": "多次划分训练与验证数据评估稳定性。普通随机打乱的方法可能不适用于有时间依赖的金融样本。",
      "category": "回测、收益与绩效归因",
      "id": "t0306",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 264,
        "matched": "交叉验证",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L264",
        "kind": "文档"
      }
    },
    {
      "term": "净化交叉验证",
      "english": "Purged cross-validation",
      "explanation": "删除训练集中与验证标签时间跨度重叠的样本，减少相邻数据共享未来结果造成的泄漏。",
      "category": "回测、收益与绩效归因",
      "id": "t0307",
      "source": {
        "path": "README.md",
        "line": 99,
        "matched": "purged cross-validation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README.md#L99",
        "kind": "文档"
      }
    },
    {
      "term": "禁入间隔",
      "english": "Embargo",
      "explanation": "在训练和测试边界附近额外留出一段不使用的数据，降低时间相关性和信息重叠影响。",
      "category": "回测、收益与绩效归因",
      "id": "t0308",
      "source": {
        "path": "agent/src/skills/geopolitical-risk/SKILL.md",
        "line": 372,
        "matched": "embargo",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/geopolitical-risk/SKILL.md#L372",
        "kind": "文档"
      }
    },
    {
      "term": "组合净化交叉验证",
      "english": "CPCV, Combinatorial purged cross-validation",
      "explanation": "把多个时间分段组合成多组测试路径，并做净化处理，观察策略在不同历史划分下的表现分布。",
      "category": "回测、收益与绩效归因",
      "id": "t0309",
      "source": null
    },
    {
      "term": "稳健性／敏感性分析",
      "english": "Robustness, Sensitivity analysis",
      "explanation": "改变日期、成本、参数等条件，观察结论是否仍成立。只有一个精确参数赚钱，往往比一片参数区域都有效更脆弱。",
      "category": "回测、收益与绩效归因",
      "id": "t0310",
      "source": {
        "path": "agent/src/skills/execution-model/SKILL.md",
        "line": 277,
        "matched": "Sensitivity Analysis",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/execution-model/SKILL.md#L277",
        "kind": "文档"
      }
    },
    {
      "term": "基准策略／买入持有",
      "english": "Benchmark strategy, Buy and hold",
      "explanation": "用于比较的简单方案，例如买入指数后长期持有。复杂策略应解释额外成本和风险换来了什么。",
      "category": "回测、收益与绩效归因",
      "id": "t0311",
      "source": {
        "path": "agent/backtest/metrics.py",
        "line": 280,
        "matched": "buy_and_hold",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/metrics.py#L280",
        "kind": "源码"
      }
    },
    {
      "term": "收益率／累计收益",
      "english": "Return, Cumulative return",
      "explanation": "收益率是投入相对增长比例；累计收益通过各期复利串起来。例如先涨 10% 再跌 10%，总结果是亏 1%。",
      "category": "回测、收益与绩效归因",
      "id": "t0312",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 251,
        "matched": "Cumulative return",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L251",
        "kind": "文档"
      }
    },
    {
      "term": "简单收益／对数收益",
      "english": "Simple return, Log return",
      "explanation": "简单收益是新价格除旧价格减一；对数收益是这个价格比值的自然对数，便于跨时间相加，但不能直接当百分比相加。",
      "category": "回测、收益与绩效归因",
      "id": "t0313",
      "source": {
        "path": "agent/src/factors/zoo/qlib158/kmid.py",
        "line": 5,
        "matched": "简单收益",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/qlib158/kmid.py#L5",
        "kind": "源码"
      }
    },
    {
      "term": "年化收益／复合年增长率",
      "english": "Annualized return, CAGR",
      "explanation": "把一段时期的复利增长换算成等效一年增长率。短期暴涨年化后很夸张，并不意味着全年能实现。",
      "category": "回测、收益与绩效归因",
      "id": "t0314",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 289,
        "matched": "Annualized return",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L289",
        "kind": "文档"
      }
    },
    {
      "term": "算术平均／几何平均",
      "english": "Arithmetic mean, Geometric mean",
      "explanation": "算术平均直接平均各期收益；几何平均考虑复利。波动越大，两者可能差得越多。",
      "category": "回测、收益与绩效归因",
      "id": "t0315",
      "source": {
        "path": "agent/src/factors/zoo/gtja191/alpha_013.py",
        "line": 45,
        "matched": "Geometric mean",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/gtja191/alpha_013.py#L45",
        "kind": "源码"
      }
    },
    {
      "term": "毛收益／净收益",
      "english": "Gross return, Net return",
      "explanation": "毛收益未扣部分费用；净收益扣除约定费用。报告必须说明是否包括滑点、税、融资和管理费。",
      "category": "回测、收益与绩效归因",
      "id": "t0316",
      "source": {
        "path": "agent/backtest/factor_costs.py",
        "line": 36,
        "matched": "gross return",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/factor_costs.py#L36",
        "kind": "源码"
      }
    },
    {
      "term": "绝对收益／相对收益",
      "english": "Absolute return, Relative return",
      "explanation": "前者看自己赚亏多少；后者与基准比较。亏 5% 而基准亏 10%，相对表现较好但仍亏钱。",
      "category": "回测、收益与绩效归因",
      "id": "t0317",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 27,
        "matched": "绝对收益",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L27",
        "kind": "文档"
      }
    },
    {
      "term": "超额收益／主动收益",
      "english": "Excess return, Active return",
      "explanation": "有时指超过无风险收益，有时指超过基准收益。必须写清参照物，不能一律叫风险调整后的 alpha。",
      "category": "回测、收益与绩效归因",
      "id": "t0318",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 31,
        "matched": "active return",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L31",
        "kind": "文档"
      }
    },
    {
      "term": "无风险利率",
      "english": "Risk-free rate, Rf",
      "explanation": "模型里作为低违约风险基准的利率，通常选择与币种、期限相匹配的国债等代理，并不是任何情况下都完全无风险。",
      "category": "回测、收益与绩效归因",
      "id": "t0319",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 48,
        "matched": "无风险利率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L48",
        "kind": "文档"
      }
    },
    {
      "term": "胜率",
      "english": "Win rate, Hit rate",
      "explanation": "成功次数占总次数的比例。成功可以指单笔赚钱、某月跑赢基准或方向预测正确，三种口径不能混比。",
      "category": "回测、收益与绩效归因",
      "id": "t0320",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 207,
        "matched": "hit rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L207",
        "kind": "文档"
      }
    },
    {
      "term": "盈亏比",
      "english": "Payoff ratio",
      "explanation": "平均盈利交易赚多少，相对平均亏损交易亏多少。例如平均赚 200、平均亏 100，盈亏比为 2。",
      "category": "回测、收益与绩效归因",
      "id": "t0321",
      "source": {
        "path": "agent/src/skills/trade-journal/SKILL.md",
        "line": 97,
        "matched": "盈亏比",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/trade-journal/SKILL.md#L97",
        "kind": "文档"
      }
    },
    {
      "term": "盈利因子",
      "english": "Profit factor",
      "explanation": "所有盈利交易的盈利总额除以亏损交易的亏损总额绝对值。它同时受胜率和单笔盈亏影响。",
      "category": "回测、收益与绩效归因",
      "id": "t0322",
      "source": {
        "path": "agent/backtest/metrics.py",
        "line": 316,
        "matched": "profit_factor",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/metrics.py#L316",
        "kind": "源码"
      }
    },
    {
      "term": "期望收益／每笔期望",
      "english": "Expectancy",
      "explanation": "把不同结果按概率加权后的平均收益。例如胜率高但偶尔巨亏，期望仍可能为负。",
      "category": "回测、收益与绩效归因",
      "id": "t0323",
      "source": null
    },
    {
      "term": "回撤",
      "english": "Drawdown",
      "explanation": "从此前最高资产值回落了多少。净值从 120 降到 90，回撤是 25%，并非从初始 100 算的 10%。",
      "category": "回测、收益与绩效归因",
      "id": "t0324",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 253,
        "matched": "drawdown",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L253",
        "kind": "文档"
      }
    },
    {
      "term": "最大回撤",
      "english": "Maximum drawdown, MaxDD, MDD",
      "explanation": "观察期内从历史高点到后续低点最深的一次跌幅。历史最大回撤不等于未来最多只能亏这么多。",
      "category": "回测、收益与绩效归因",
      "id": "t0325",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 230,
        "matched": "MaxDD",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L230",
        "kind": "文档"
      }
    },
    {
      "term": "回撤持续期／修复期",
      "english": "Drawdown duration, Recovery time, Time under water",
      "explanation": "从高点跌落到重新创新高所用时间，也可分下跌和恢复两段。回测结束还没恢复时应标明尚未修复。",
      "category": "回测、收益与绩效归因",
      "id": "t0326",
      "source": {
        "path": "agent/src/skills/geopolitical-risk/SKILL.md",
        "line": 582,
        "matched": "Recovery time",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/geopolitical-risk/SKILL.md#L582",
        "kind": "文档"
      }
    },
    {
      "term": "年化波动率",
      "english": "Annualized volatility",
      "explanation": "收益上下摆动的幅度换算到年度尺度。常见平方根年化依赖假设和所用交易日数，不能所有数据都机械乘 √252。",
      "category": "回测、收益与绩效归因",
      "id": "t0327",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 290,
        "matched": "Annualized volatility",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L290",
        "kind": "文档"
      }
    },
    {
      "term": "下行偏差",
      "english": "Downside deviation",
      "explanation": "只统计低于目标收益的偏差，并按指定口径汇总；不是简单对所有负收益另算一次标准差。",
      "category": "回测、收益与绩效归因",
      "id": "t0328",
      "source": {
        "path": "agent/backtest/risk_xray.py",
        "line": 201,
        "matched": "downside_deviation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/risk_xray.py#L201",
        "kind": "源码"
      }
    },
    {
      "term": "夏普比率",
      "english": "Sharpe ratio",
      "explanation": "每承担一单位总波动，获得多少超过无风险基准的收益。高夏普也可能隐藏罕见大亏损。",
      "category": "回测、收益与绩效归因",
      "id": "t0329",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 3,
        "matched": "夏普比率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "索提诺比率",
      "english": "Sortino ratio",
      "explanation": "用相对目标的超额收益除以下行偏差，更重视不利波动；目标收益和计算口径要一致。",
      "category": "回测、收益与绩效归因",
      "id": "t0330",
      "source": {
        "path": "agent/backtest/engines/options_portfolio.py",
        "line": 806,
        "matched": "Sortino ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/engines/options_portfolio.py#L806",
        "kind": "源码"
      }
    },
    {
      "term": "卡玛比率",
      "english": "Calmar ratio",
      "explanation": "常用年化收益除以最大回撤绝对值，比较赚的钱与最深下跌。必须同时说明观察时间范围。",
      "category": "回测、收益与绩效归因",
      "id": "t0331",
      "source": {
        "path": "agent/backtest/engines/options_portfolio.py",
        "line": 794,
        "matched": "Calmar ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/engines/options_portfolio.py#L794",
        "kind": "源码"
      }
    },
    {
      "term": "特雷诺比率",
      "english": "Treynor ratio",
      "explanation": "用超过无风险收益的部分除以市场 beta，衡量每单位系统性风险的回报；beta 接近零时不易解释。",
      "category": "回测、收益与绩效归因",
      "id": "t0332",
      "source": null
    },
    {
      "term": "跟踪误差",
      "english": "Tracking error, TE",
      "explanation": "策略与基准收益差的波动程度，衡量偏离基准有多不稳定，不是软件算错了数据。",
      "category": "回测、收益与绩效归因",
      "id": "t0333",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 29,
        "matched": "跟踪误差",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L29",
        "kind": "文档"
      }
    },
    {
      "term": "信息比率",
      "english": "Information ratio, IR",
      "explanation": "平均主动收益除以跟踪误差，衡量跑赢基准的稳定性；与因子 ICIR 不是同一指标。",
      "category": "回测、收益与绩效归因",
      "id": "t0334",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 231,
        "matched": "Information Ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L231",
        "kind": "文档"
      }
    },
    {
      "term": "上涨捕获率／下跌捕获率",
      "english": "Upside capture, Downside capture",
      "explanation": "分别在基准上涨或下跌的时期，比较组合与基准的表现。计算方法、复利口径及负号都影响解释。",
      "category": "回测、收益与绩效归因",
      "id": "t0335",
      "source": null
    },
    {
      "term": "换仓率／组合换手",
      "english": "Portfolio turnover",
      "explanation": "组合在一段时间内买卖调整的程度。常见单边、双边口径不同，数字越高通常越需要关注成本。",
      "category": "回测、收益与绩效归因",
      "id": "t0336",
      "source": {
        "path": "agent/backtest/metrics.py",
        "line": 411,
        "matched": "portfolio turnover",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/metrics.py#L411",
        "kind": "源码"
      }
    },
    {
      "term": "持有期",
      "english": "Holding period",
      "explanation": "一笔资产从进入到退出持仓的时间，影响信号有效期、成本和风险暴露。",
      "category": "回测、收益与绩效归因",
      "id": "t0337",
      "source": {
        "path": "agent/src/quantlib/performance.py",
        "line": 426,
        "matched": "holding-period",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/performance.py#L426",
        "kind": "源码"
      }
    },
    {
      "term": "盈亏平衡成本／策略容量",
      "english": "Break-even cost, Strategy capacity",
      "explanation": "前者是成本多高会把收益吃完；后者是策略资金放大到什么规模后仍有可接受表现。",
      "category": "回测、收益与绩效归因",
      "id": "t0338",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 202,
        "matched": "strategy capacity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L202",
        "kind": "文档"
      }
    },
    {
      "term": "收益归因",
      "english": "Performance attribution",
      "explanation": "把业绩拆开，分析到底来自行业配置、选股、市场方向、因子还是其他来源。",
      "category": "回测、收益与绩效归因",
      "id": "t0339",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 2,
        "matched": "performance-attribution",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "Brinson–Fachler 归因",
      "english": "Brinson-Fachler attribution",
      "explanation": "把组合相对基准的表现拆为配置、选择和交互效应，常按行业等分组计算。",
      "category": "回测、收益与绩效归因",
      "id": "t0340",
      "source": {
        "path": "README.md",
        "line": 1031,
        "matched": "Brinson-Fachler attribution",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README.md#L1031",
        "kind": "文档"
      }
    },
    {
      "term": "配置效应／选择效应／交互效应",
      "english": "Allocation, Selection, Interaction effect",
      "explanation": "分别描述多配了哪些组、组内选得如何，以及两种决策共同作用的贡献。结果取决于所用归因公式。",
      "category": "回测、收益与绩效归因",
      "id": "t0341",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 3,
        "matched": "selection",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "Carino 多期链接",
      "english": "Carino linking",
      "explanation": "把单期归因贡献经过调整后连接到多期复利收益，避免直接相加与实际总收益对不上。",
      "category": "回测、收益与绩效归因",
      "id": "t0342",
      "source": {
        "path": "agent/src/quantlib/attribution.py",
        "line": 173,
        "matched": "Carino linking",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/attribution.py#L173",
        "kind": "源码"
      }
    },
    {
      "term": "因子归因／风险分解",
      "english": "Factor attribution, Risk decomposition",
      "explanation": "用因子暴露与因子收益解释赚亏，或拆分组合风险中共同因子和个别资产的部分。",
      "category": "回测、收益与绩效归因",
      "id": "t0343",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 138,
        "matched": "Factor Attribution",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L138",
        "kind": "文档"
      }
    },
    {
      "term": "主动风险／特质风险",
      "english": "Active risk, Idiosyncratic risk",
      "explanation": "主动风险是相对基准偏离的风险；特质风险是模型未被共同因子解释的个别风险，二者不等同。",
      "category": "回测、收益与绩效归因",
      "id": "t0344",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 147,
        "matched": "idiosyncratic risk",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L147",
        "kind": "文档"
      }
    },
    {
      "term": "择时能力",
      "english": "Market timing",
      "explanation": "在市场有利时提高暴露、不利时降低暴露的能力。一次成功逃顶不足以证明具有稳定能力。",
      "category": "回测、收益与绩效归因",
      "id": "t0345",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 3,
        "matched": "market-timing",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "Treynor–Mazuy／Henriksson–Merton 检验",
      "english": "TM, HM timing model",
      "explanation": "通过回归中的非线性或分段项，检验组合对市场涨跌的暴露是否体现择时；显著性仍受模型假设影响。",
      "category": "回测、收益与绩效归因",
      "id": "t0346",
      "source": null
    },
    {
      "term": "风格箱／风格漂移",
      "english": "Style box, Style drift",
      "explanation": "风格箱用规模与价值成长等维度描述基金；风格漂移指实际投资风格随时间偏离原定位。",
      "category": "回测、收益与绩效归因",
      "id": "t0347",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 269,
        "matched": "Style drift",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L269",
        "kind": "文档"
      }
    },
    {
      "term": "时间加权收益",
      "english": "TWR, Time-weighted return",
      "explanation": "在出入金处分段计算收益再链接，尽量剔除投资者何时存取钱的影响，适合评价管理过程。",
      "category": "回测、收益与绩效归因",
      "id": "t0348",
      "source": {
        "path": "agent/src/quantlib/performance.py",
        "line": 14,
        "matched": "time_weighted_return",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/performance.py#L14",
        "kind": "源码"
      }
    },
    {
      "term": "资金加权收益／内部收益率",
      "english": "MWR, IRR, XIRR",
      "explanation": "根据每笔现金流的金额和时间计算投资者实际经历的收益率；XIRR 适用不规则日期，可能无解或有多个解。",
      "category": "回测、收益与绩效归因",
      "id": "t0349",
      "source": {
        "path": "agent/backtest/run_card.py",
        "line": 45,
        "matched": "IRR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/run_card.py#L45",
        "kind": "源码"
      }
    },
    {
      "term": "修正 Dietz 收益",
      "english": "Modified Dietz return",
      "explanation": "按出入金在期间内占用时间加权，近似计算投资收益，比直接拿期末减期初更能处理现金流影响。",
      "category": "回测、收益与绩效归因",
      "id": "t0350",
      "source": {
        "path": "agent/src/quantlib/performance.py",
        "line": 20,
        "matched": "modified_dietz_return",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/performance.py#L20",
        "kind": "源码"
      }
    },
    {
      "term": "外部现金流",
      "english": "External cash flow",
      "explanation": "投资者向账户存入或取出资金。股票分红通常是投资内部产生的收益，不能随意当成新存入本金。",
      "category": "回测、收益与绩效归因",
      "id": "t0351",
      "source": null
    },
    {
      "term": "资产配置",
      "english": "Asset allocation",
      "explanation": "决定股票、债券、现金等资产各占多少，关注整个组合而非只挑单个赢家。",
      "category": "组合配置与风险测量",
      "id": "t0352",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 11,
        "matched": "asset allocation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "分散化",
      "english": "Diversification",
      "explanation": "把投资放到不完全同涨同跌的风险来源中，减少对单一结果的依赖。极端市场下相关性可能上升。",
      "category": "组合配置与风险测量",
      "id": "t0353",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 287,
        "matched": "diversification",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L287",
        "kind": "文档"
      }
    },
    {
      "term": "等权／市值加权",
      "english": "Equal weight, Cap-weighted",
      "explanation": "前者各资产资金权重相同，后者按市值分配。等权不等于各资产承担同样风险。",
      "category": "组合配置与风险测量",
      "id": "t0354",
      "source": {
        "path": "agent/backtest/risk_xray.py",
        "line": 276,
        "matched": "equal_weight",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/risk_xray.py#L276",
        "kind": "源码"
      }
    },
    {
      "term": "均值—方差优化／现代投资组合理论",
      "english": "Mean-variance optimization, MPT, Markowitz",
      "explanation": "在预期收益、波动和相关性的假设下寻找更合适的组合。对预期收益和协方差估计很敏感。",
      "category": "组合配置与风险测量",
      "id": "t0355",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 3,
        "matched": "MPT",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "有效前沿",
      "english": "Efficient frontier",
      "explanation": "模型中在相同风险下收益最高、或相同收益下风险最低的组合集合。模型输入错了，前沿也会误导。",
      "category": "组合配置与风险测量",
      "id": "t0356",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 17,
        "matched": "efficient frontier",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L17",
        "kind": "文档"
      }
    },
    {
      "term": "最小方差组合",
      "english": "Minimum-variance portfolio",
      "explanation": "在给定约束下使估计收益波动尽量小的配置，不保证回撤最小或未来收益最高。",
      "category": "组合配置与风险测量",
      "id": "t0357",
      "source": null
    },
    {
      "term": "逆方差／逆波动加权",
      "english": "Inverse variance, Inverse volatility",
      "explanation": "给历史波动小的资产更大权重。一个按波动平方倒数、一个按波动倒数，不能混用。",
      "category": "组合配置与风险测量",
      "id": "t0358",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 97,
        "matched": "inverse volatility",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L97",
        "kind": "文档"
      }
    },
    {
      "term": "风险平价／等风险贡献",
      "english": "Risk parity, Equal risk contribution, ERC",
      "explanation": "让各资产对组合总风险的贡献接近，而不是各投同样多的钱。",
      "category": "组合配置与风险测量",
      "id": "t0359",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 66,
        "matched": "Equal risk contribution",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L66",
        "kind": "文档"
      }
    },
    {
      "term": "风险预算",
      "english": "Risk budgeting",
      "explanation": "事先分配各资产、策略或因子允许占用多少风险，再据此决定资金权重。",
      "category": "组合配置与风险测量",
      "id": "t0360",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 3,
        "matched": "risk budgeting",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "边际风险／风险贡献",
      "english": "Marginal risk, Risk contribution",
      "explanation": "边际风险看增加一点仓位对总风险的影响；风险贡献把总风险分摊给各持仓。",
      "category": "组合配置与风险测量",
      "id": "t0361",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 57,
        "matched": "risk contribution",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L57",
        "kind": "文档"
      }
    },
    {
      "term": "层次风险平价",
      "english": "HRP, Hierarchical risk parity",
      "explanation": "先按资产之间的相似性聚类，再分配风险，减少直接反转不稳定协方差矩阵带来的问题。",
      "category": "组合配置与风险测量",
      "id": "t0362",
      "source": {
        "path": "agent/src/quantlib/portfolio.py",
        "line": 1,
        "matched": "Hierarchical Risk Parity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/portfolio.py#L1",
        "kind": "源码"
      }
    },
    {
      "term": "最大分散化",
      "english": "Maximum diversification",
      "explanation": "寻找单个资产波动加权总和相对组合波动尽量大的配置，以利用相关性带来的分散效果。",
      "category": "组合配置与风险测量",
      "id": "t0363",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 100,
        "matched": "Maximum Diversification",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L100",
        "kind": "文档"
      }
    },
    {
      "term": "Black–Litterman 模型",
      "english": "Black-Litterman",
      "explanation": "把市场隐含的基准预期与投资者自己的观点、信心程度结合，再生成组合配置。",
      "category": "组合配置与风险测量",
      "id": "t0364",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 3,
        "matched": "Black-Litterman",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "全天候组合",
      "english": "All-weather portfolio",
      "explanation": "希望在不同增长和通胀环境中都有资产提供缓冲的配置思路。名称不表示每种环境都能赚钱。",
      "category": "组合配置与风险测量",
      "id": "t0365",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 455,
        "matched": "全天候组合",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L455",
        "kind": "文档"
      }
    },
    {
      "term": "核心—卫星组合",
      "english": "Core-satellite",
      "explanation": "用较稳定、广覆盖的核心配置打底，再用较小的主动策略或主题仓位争取额外收益。",
      "category": "组合配置与风险测量",
      "id": "t0366",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 233,
        "matched": "Core-Satellite",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L233",
        "kind": "文档"
      }
    },
    {
      "term": "战略配置／战术配置",
      "english": "SAA, TAA",
      "explanation": "战略配置决定长期资产比例；战术配置根据阶段性判断作短中期偏离。",
      "category": "组合配置与风险测量",
      "id": "t0367",
      "source": null
    },
    {
      "term": "超配／低配／中性配置",
      "english": "Overweight, Underweight, Neutral weight",
      "explanation": "相对某个基准比例配置更多、更少或大致相同。超配一个行业不必然意味着绝对仓位很高。",
      "category": "组合配置与风险测量",
      "id": "t0368",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 261,
        "matched": "overweight",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L261",
        "kind": "文档"
      }
    },
    {
      "term": "再平衡",
      "english": "Rebalancing",
      "explanation": "因价格变化或观点变化，把组合调整回目标权重，可以定期或到达偏离阈值后执行。",
      "category": "组合配置与风险测量",
      "id": "t0369",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 3,
        "matched": "rebalancing",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "协方差矩阵",
      "english": "Covariance matrix",
      "explanation": "记录各资产各自波动及两两共同变化程度的表，是许多组合优化与风险模型的输入。",
      "category": "组合配置与风险测量",
      "id": "t0370",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 138,
        "matched": "Covariance-matrix",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L138",
        "kind": "文档"
      }
    },
    {
      "term": "风险厌恶",
      "english": "Risk aversion",
      "explanation": "投资者为了减少不确定性愿意放弃多少预期收益的偏好，常作为优化模型参数。",
      "category": "组合配置与风险测量",
      "id": "t0371",
      "source": {
        "path": "agent/src/skills/asset-allocation/SKILL.md",
        "line": 193,
        "matched": "risk_aversion",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/asset-allocation/SKILL.md#L193",
        "kind": "文档"
      }
    },
    {
      "term": "系统性风险／非系统性风险",
      "english": "Systematic risk, Unsystematic risk",
      "explanation": "前者来自影响大量资产的共同因素；后者来自个别公司或事件。金融体系“系统性危机”还有另一层更广含义。",
      "category": "组合配置与风险测量",
      "id": "t0372",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 11,
        "matched": "Systematic risk",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "市场风险／信用风险／流动性风险",
      "english": "Market risk, Credit risk, Liquidity risk",
      "explanation": "分别担心价格变动、对方还不了钱，以及需要交易或融资时做不到或成本过高。",
      "category": "组合配置与风险测量",
      "id": "t0373",
      "source": {
        "path": "agent/backtest/perpetual_risk.py",
        "line": 300,
        "matched": "market risk",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/perpetual_risk.py#L300",
        "kind": "源码"
      }
    },
    {
      "term": "对手方风险／操作风险",
      "english": "Counterparty risk, Operational risk",
      "explanation": "前者是交易对方不履约；后者是流程、人员、系统或外部事件造成损失。",
      "category": "组合配置与风险测量",
      "id": "t0374",
      "source": {
        "path": "agent/src/skills/perp-funding-basis/SKILL.md",
        "line": 131,
        "matched": "counterparty risk",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/perp-funding-basis/SKILL.md#L131",
        "kind": "文档"
      }
    },
    {
      "term": "汇率风险／基差风险",
      "english": "Currency risk, Basis risk",
      "explanation": "汇率风险来自币种转换；基差风险来自被对冲资产与对冲工具价格不同步，导致保护不完全。",
      "category": "组合配置与风险测量",
      "id": "t0375",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 222,
        "matched": "Currency risk",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L222",
        "kind": "文档"
      }
    },
    {
      "term": "尾部风险／黑天鹅",
      "english": "Tail risk, Black swan",
      "explanation": "尾部风险关注极端损失；黑天鹅强调难以预见且影响很大的事件。极少发生不等于可以忽略。",
      "category": "组合配置与风险测量",
      "id": "t0376",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 3,
        "matched": "tail-risk",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "压力测试／情景分析",
      "english": "Stress test, Scenario analysis",
      "explanation": "假设利率、股价、汇率等发生指定变化，计算组合会怎样；压力测试通常聚焦严重不利情景。",
      "category": "组合配置与风险测量",
      "id": "t0377",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 11,
        "matched": "stress-test",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "VaR／在险价值",
      "english": "Value at risk",
      "explanation": "给定期限与置信水平下的损失分位点。例如单日 95% VaR 为 10 万，模型允许约 5% 情形损失更大，10 万不是最大亏损上限。",
      "category": "组合配置与风险测量",
      "id": "t0378",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 3,
        "matched": "VaR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L3",
        "kind": "文档"
      },
      "reference": {
        "title": "BIS：市场风险术语",
        "url": "https://www.bis.org/committees/bcbs/basel-framework/standard/mar/10/inforce/2023-01-01/published/2020-03-27"
      }
    },
    {
      "term": "历史模拟 VaR",
      "english": "Historical VaR",
      "explanation": "用历史收益或历史冲击的损失分位点估计 VaR。历史没出现过的危机可能无法充分反映。",
      "category": "组合配置与风险测量",
      "id": "t0379",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 17,
        "matched": "historical_var",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L17",
        "kind": "文档"
      }
    },
    {
      "term": "参数法 VaR",
      "english": "Parametric VaR",
      "explanation": "假定收益分布并估计参数后计算分位点，常见正态近似计算快，但可能低估厚尾损失。",
      "category": "组合配置与风险测量",
      "id": "t0380",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 17,
        "matched": "parametric_var",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L17",
        "kind": "文档"
      }
    },
    {
      "term": "CVaR／预期损失",
      "english": "Conditional VaR, Expected shortfall, ES",
      "explanation": "在最差的指定比例情形中，平均会亏多少。例如 95% ES 关注最差 5% 情形的平均损失，补充 VaR 对极端程度的不足。",
      "category": "组合配置与风险测量",
      "id": "t0381",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 3,
        "matched": "CVaR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "VaR 违约次数／突破",
      "english": "VaR violation, Exception",
      "explanation": "实际损失超过模型 VaR 阈值的次数。“违约”在这里是预测越界，不是债券没有还本付息。",
      "category": "组合配置与风险测量",
      "id": "t0382",
      "source": {
        "path": "agent/src/tools/portfolio_risk_tool.py",
        "line": 87,
        "matched": "Exception",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/tools/portfolio_risk_tool.py#L87",
        "kind": "源码"
      }
    },
    {
      "term": "Kupiec 检验",
      "english": "Kupiec POF, Unconditional coverage",
      "explanation": "检查 VaR 被突破的比例是否与标称概率相符，例如 99% VaR 是否大致有 1% 超限。",
      "category": "组合配置与风险测量",
      "id": "t0383",
      "source": {
        "path": "agent/src/quantlib/var_backtest.py",
        "line": 12,
        "matched": "kupiec_pof",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/var_backtest.py#L12",
        "kind": "源码"
      }
    },
    {
      "term": "Christoffersen 检验",
      "english": "Independence, Conditional coverage test",
      "explanation": "检查 VaR 超限是否成串出现，以及覆盖率和独立性是否共同满足要求。",
      "category": "组合配置与风险测量",
      "id": "t0384",
      "source": {
        "path": "agent/src/quantlib/var_backtest.py",
        "line": 17,
        "matched": "independence",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/var_backtest.py#L17",
        "kind": "源码"
      }
    },
    {
      "term": "巴塞尔交通灯",
      "english": "Basel traffic light",
      "explanation": "按风险模型超限表现分成类似绿黄红灯的监管评价框架。具体样本和阈值要对应适用规则。",
      "category": "组合配置与风险测量",
      "id": "t0385",
      "source": {
        "path": "agent/src/quantlib/var_backtest.py",
        "line": 28,
        "matched": "basel_traffic_light",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/var_backtest.py#L28",
        "kind": "源码"
      }
    },
    {
      "term": "蒙特卡洛模拟",
      "english": "Monte Carlo simulation",
      "explanation": "按设定概率模型随机生成大量未来路径，观察收益和风险分布。结果是“模型假设下可能怎样”，不是预知未来。",
      "category": "组合配置与风险测量",
      "id": "t0386",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 3,
        "matched": "Monte Carlo simulation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "几何布朗运动",
      "english": "GBM, Geometric Brownian motion",
      "explanation": "用固定漂移和波动的连续随机过程模拟正价格，是常见简化模型，难以直接表达跳空和波动聚集。",
      "category": "组合配置与风险测量",
      "id": "t0387",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 18,
        "matched": "gbm",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L18",
        "kind": "文档"
      }
    },
    {
      "term": "极值理论",
      "english": "EVT, Extreme value theory",
      "explanation": "专门研究非常大或非常小的结果，用于估计普通分布模型容易漏掉的尾部风险。",
      "category": "组合配置与风险测量",
      "id": "t0388",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 200,
        "matched": "Extreme Value Theory",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L200",
        "kind": "文档"
      }
    },
    {
      "term": "超阈值法／广义帕累托分布",
      "english": "POT, GPD",
      "explanation": "只拿超过某个极端阈值的样本拟合尾部；阈值太低或极端样本太少都可能使估计不可靠。",
      "category": "组合配置与风险测量",
      "id": "t0389",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 18,
        "matched": "gpd",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L18",
        "kind": "文档"
      }
    },
    {
      "term": "溃疡指数",
      "english": "Ulcer index",
      "explanation": "把回撤平方后平均再开方，较重惩罚深回撤；持续回撤也会通过反复计入产生影响。",
      "category": "组合配置与风险测量",
      "id": "t0390",
      "source": {
        "path": "agent/src/quantlib/risk.py",
        "line": 54,
        "matched": "ulcer_index",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/risk.py#L54",
        "kind": "源码"
      }
    },
    {
      "term": "痛苦指数",
      "english": "Pain index",
      "explanation": "通常对回撤幅度取时间平均，描述资金在水下状态的长期难受程度，具体正负号依实现而定。",
      "category": "组合配置与风险测量",
      "id": "t0391",
      "source": {
        "path": "agent/src/quantlib/risk.py",
        "line": 55,
        "matched": "pain_index",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/risk.py#L55",
        "kind": "源码"
      }
    },
    {
      "term": "对冲／套期保值",
      "english": "Hedging",
      "explanation": "用另一笔资产或合约抵消某类风险，类似为持仓加缓冲。通常要付成本，也可能牺牲部分盈利。",
      "category": "组合配置与风险测量",
      "id": "t0392",
      "source": {
        "path": "agent/src/skills/hedging-strategy/SKILL.md",
        "line": 2,
        "matched": "hedging",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hedging-strategy/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "Beta 对冲／Delta 对冲",
      "english": "Beta hedge, Delta hedge",
      "explanation": "前者减少组合对市场的敏感性；后者减少期权等对标的价格小幅变化的敏感性。两者都不是消除所有风险。",
      "category": "组合配置与风险测量",
      "id": "t0393",
      "source": {
        "path": "agent/src/skills/hedging-strategy/SKILL.md",
        "line": 3,
        "matched": "beta hedge",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hedging-strategy/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "动态对冲／尾部对冲",
      "english": "Dynamic hedge, Tail hedge",
      "explanation": "动态对冲随市场变化调整保护；尾部对冲重点防范极端下跌，常以持续付费换取危机时的保护。",
      "category": "组合配置与风险测量",
      "id": "t0394",
      "source": {
        "path": "agent/src/skills/hedging-strategy/SKILL.md",
        "line": 171,
        "matched": "Dynamic hedge",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hedging-strategy/SKILL.md#L171",
        "kind": "文档"
      }
    },
    {
      "term": "凯利公式",
      "english": "Kelly criterion",
      "explanation": "按胜率和收益分布选择最大化长期对数财富增长的仓位比例。参数估错会导致仓位过大，实务常使用分数凯利。",
      "category": "组合配置与风险测量",
      "id": "t0395",
      "source": {
        "path": "agent/src/skills/strategy-dev-manager/references/strategy_extraction_guide.md",
        "line": 44,
        "matched": "Kelly criterion",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/strategy-dev-manager/references/strategy_extraction_guide.md#L44",
        "kind": "文档"
      }
    },
    {
      "term": "相关系数",
      "english": "Correlation",
      "explanation": "描述两个变量一起变化的程度，通常在 −1 到 1 之间。相关为零只表示缺少相应形式的关系，不保证独立。",
      "category": "统计检验与模型可靠性",
      "id": "t0396",
      "source": {
        "path": "agent/src/skills/correlation-regime/SKILL.md",
        "line": 2,
        "matched": "correlation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-regime/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "Pearson／Spearman／Kendall 相关",
      "english": "Pearson r, Spearman rho, Kendall tau",
      "explanation": "分别侧重线性关系、排名单调关系及排序一致性，适合的分布和异常值情形不同。",
      "category": "统计检验与模型可靠性",
      "id": "t0397",
      "source": {
        "path": "agent/src/skills/correlation-analysis/SKILL.md",
        "line": 23,
        "matched": "Pearson",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-analysis/SKILL.md#L23",
        "kind": "文档"
      }
    },
    {
      "term": "相关性分群／层次聚类",
      "english": "Correlation clustering, Hierarchical clustering",
      "explanation": "按收益关系把相似资产归组，帮助识别看似分散但实际同涨同跌的持仓。",
      "category": "统计检验与模型可靠性",
      "id": "t0398",
      "source": {
        "path": "agent/src/skills/correlation-analysis/SKILL.md",
        "line": 160,
        "matched": "hierarchical clustering",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-analysis/SKILL.md#L160",
        "kind": "文档"
      }
    },
    {
      "term": "相关距离／链接方式",
      "english": "Correlation distance, Linkage",
      "explanation": "把相关程度转换成可用于聚类的“距离”；single、complete、average 等链接方式决定两组间距离如何计算。",
      "category": "统计检验与模型可靠性",
      "id": "t0399",
      "source": {
        "path": "agent/src/skills/correlation-analysis/SKILL.md",
        "line": 3,
        "matched": "linkage",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "相关性状态／边密度",
      "english": "Correlation regime, Edge density",
      "explanation": "观察市场是否进入资产高度同涨同跌的状态；网络边密度是强相关连接占可连接数量的比例，受阈值影响。",
      "category": "统计检验与模型可靠性",
      "id": "t0400",
      "source": {
        "path": "agent/src/skills/correlation-regime/SKILL.md",
        "line": 2,
        "matched": "correlation-regime",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-regime/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "滞回阈值／降总敞口",
      "english": "Hysteresis, De-grossing",
      "explanation": "进入风险状态与退出使用不同阈值，减少反复切换；降总敞口是同时减少多空等绝对风险规模。",
      "category": "统计检验与模型可靠性",
      "id": "t0401",
      "source": {
        "path": "agent/src/skills/correlation-regime/SKILL.md",
        "line": 3,
        "matched": "hysteresis",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-regime/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "协整",
      "english": "Cointegration",
      "explanation": "两个价格各自可能不断漂移，但特定线性组合长期相对稳定。相关性高不自动意味着协整。",
      "category": "统计检验与模型可靠性",
      "id": "t0402",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "cointegration",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "Engle–Granger／Johansen 检验",
      "english": "Engle-Granger, Johansen",
      "explanation": "前者常检验一组回归残差是否平稳；后者在多变量框架下寻找协整关系的数量和形式。",
      "category": "统计检验与模型可靠性",
      "id": "t0403",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 300,
        "matched": "Engle-Granger",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L300",
        "kind": "文档"
      }
    },
    {
      "term": "平稳性／单位根",
      "english": "Stationarity, Unit root",
      "explanation": "平稳过程的主要统计特征不随时间持续漂移；单位根是一种常见非平稳结构。肉眼看曲线平缓不能证明平稳。",
      "category": "统计检验与模型可靠性",
      "id": "t0404",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "unit-root",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "ADF 检验",
      "english": "Augmented Dickey-Fuller test",
      "explanation": "检验序列是否有单位根。小 p 值是反对单位根的证据；大 p 值不能证明一定非平稳，更不是交易指令。",
      "category": "统计检验与模型可靠性",
      "id": "t0405",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "ADF",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      },
      "reference": {
        "title": "statsmodels：ADF 原假设",
        "url": "https://www.statsmodels.org/v0.13.5/generated/statsmodels.tsa.stattools.adfuller.html"
      }
    },
    {
      "term": "差分",
      "english": "Differencing",
      "explanation": "用本期数值减上期数值，研究变化而非绝对水平，常用于处理趋势和部分非平稳性。",
      "category": "统计检验与模型可靠性",
      "id": "t0406",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 3,
        "matched": "差分",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "均值回复速度／半衰期",
      "english": "Mean-reversion speed, Half-life",
      "explanation": "描述偏离长期均值后恢复多快；半衰期是预计偏离缩小一半的时间，单位跟数据频率一致。",
      "category": "统计检验与模型可靠性",
      "id": "t0407",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 19,
        "matched": "half_life",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L19",
        "kind": "文档"
      }
    },
    {
      "term": "奥恩斯坦–乌伦贝克过程",
      "english": "OU, Ornstein-Uhlenbeck process",
      "explanation": "一种带“拉回长期平均值”力量的随机模型，常用来描述价差或利率，不保证真实市场一直符合它。",
      "category": "统计检验与模型可靠性",
      "id": "t0408",
      "source": null
    },
    {
      "term": "格兰杰因果／领先滞后",
      "english": "Granger causality, Lead-lag",
      "explanation": "检查一个变量的过去能否增加对另一个的预测能力。预测领先不等于已经证明经济上的因果关系。",
      "category": "统计检验与模型可靠性",
      "id": "t0409",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 119,
        "matched": "Granger Causality",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L119",
        "kind": "文档"
      },
      "reference": {
        "title": "statsmodels：Granger 检验",
        "url": "https://www.statsmodels.org/stable/generated/statsmodels.tsa.stattools.grangercausalitytests.html"
      }
    },
    {
      "term": "自相关／滞后项",
      "english": "Autocorrelation, Lag",
      "explanation": "自相关看序列与自己的过去是否相关；滞后项是前几期的值，常用于刻画延续或反转。",
      "category": "统计检验与模型可靠性",
      "id": "t0410",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "autocorrelation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "异方差",
      "english": "Heteroskedasticity",
      "explanation": "误差或收益的波动大小随时间或状态变化。若仍用固定波动的标准误，显著性判断可能失真。",
      "category": "统计检验与模型可靠性",
      "id": "t0411",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "heteroskedasticity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "波动聚集／杠杆效应",
      "english": "Volatility clustering, Leverage effect",
      "explanation": "大波动常接着大波动；负面价格冲击常与更大后续波动相关。这里的杠杆效应不只是账户借了多少钱。",
      "category": "统计检验与模型可靠性",
      "id": "t0412",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 169,
        "matched": "leverage effect",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L169",
        "kind": "文档"
      }
    },
    {
      "term": "GARCH",
      "english": "Generalized autoregressive conditional heteroskedasticity",
      "explanation": "让当前波动由过去冲击与过去波动共同决定的模型，主要预测风险大小而非涨跌方向。",
      "category": "统计检验与模型可靠性",
      "id": "t0413",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "GARCH",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "EGARCH／GJR-GARCH／FIGARCH",
      "english": "Exponential GARCH, GJR, Fractionally integrated GARCH",
      "explanation": "分别扩展波动的非对称响应或长期记忆等特征。项目文档提及这些模型，不等于所有变体都有同等实现支持。",
      "category": "统计检验与模型可靠性",
      "id": "t0414",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "GARCH",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "马尔可夫状态切换",
      "english": "Markov regime switching",
      "explanation": "假设市场处于若干隐藏状态，例如平静和动荡，并按概率转换状态，再据数据估计当前更像哪一种。",
      "category": "统计检验与模型可靠性",
      "id": "t0415",
      "source": {
        "path": "agent/src/quantlib/timeseries.py",
        "line": 490,
        "matched": "Markov regime-switching",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/timeseries.py#L490",
        "kind": "源码"
      }
    },
    {
      "term": "回归／最小二乘",
      "english": "Regression, OLS",
      "explanation": "用一组变量解释另一变量的变化；OLS 选择让预测误差平方和最小的系数。",
      "category": "统计检验与模型可靠性",
      "id": "t0416",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "regression",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "残差／截距／回归系数",
      "english": "Residual, Intercept, Coefficient",
      "explanation": "残差是实际值减预测值；截距是模型常数项；系数表示其他条件不变时变量对应的估计影响。",
      "category": "统计检验与模型可靠性",
      "id": "t0417",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 87,
        "matched": "intercept",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L87",
        "kind": "文档"
      }
    },
    {
      "term": "决定系数",
      "english": "R-squared, R²",
      "explanation": "模型解释了样本内多少变化幅度。很高不保证样本外预测好，也不证明变量之间有因果关系。",
      "category": "统计检验与模型可靠性",
      "id": "t0418",
      "source": {
        "path": "agent/src/skills/correlation-analysis/SKILL.md",
        "line": 83,
        "matched": "R²",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-analysis/SKILL.md#L83",
        "kind": "文档"
      }
    },
    {
      "term": "多重共线性／方差膨胀因子",
      "english": "Multicollinearity, VIF",
      "explanation": "解释变量过于相似，导致各自影响难分清；VIF 衡量这种重叠对系数不确定性的放大。",
      "category": "统计检验与模型可靠性",
      "id": "t0419",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 21,
        "matched": "vif",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L21",
        "kind": "文档"
      }
    },
    {
      "term": "White／Breusch–Pagan 检验",
      "english": "White test, BP test",
      "explanation": "检验回归残差是否有异方差。发现问题后，需要改进标准误或模型，而不是自动认定策略无效。",
      "category": "统计检验与模型可靠性",
      "id": "t0420",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 199,
        "matched": "white",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L199",
        "kind": "文档"
      }
    },
    {
      "term": "Durbin–Watson／Ljung–Box 检验",
      "english": "DW, Ljung-Box",
      "explanation": "用于检查残差或序列的自相关；适用条件和检验的滞后范围不同。",
      "category": "统计检验与模型可靠性",
      "id": "t0421",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 217,
        "matched": "ljung_box",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L217",
        "kind": "文档"
      }
    },
    {
      "term": "稳健标准误／Newey–West",
      "english": "Robust SE, HAC, Newey-West",
      "explanation": "在存在异方差或一定时间相关时修正系数不确定性的估计，不会自动修好错误的经济模型。",
      "category": "统计检验与模型可靠性",
      "id": "t0422",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 200,
        "matched": "HAC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L200",
        "kind": "文档"
      }
    },
    {
      "term": "加权最小二乘",
      "english": "WLS, Weighted least squares",
      "explanation": "给不同样本不同权重，常用于处理各样本误差大小不同的情况；权重设置需要理由。",
      "category": "统计检验与模型可靠性",
      "id": "t0423",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 200,
        "matched": "WLS",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L200",
        "kind": "文档"
      }
    },
    {
      "term": "假设检验／原假设",
      "english": "Hypothesis test, Null hypothesis",
      "explanation": "先提出一个可检验基准说法，再判断数据是否足以反对它。未拒绝原假设不等于证明它正确。",
      "category": "统计检验与模型可靠性",
      "id": "t0424",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 292,
        "matched": "Null Hypothesis",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L292",
        "kind": "文档"
      }
    },
    {
      "term": "p 值",
      "english": "p-value",
      "explanation": "假设原假设及模型条件成立时，出现当前或更极端结果的概率。不是“策略有用的概率”，也不是“原假设为真的概率”。",
      "category": "统计检验与模型可靠性",
      "id": "t0425",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 37,
        "matched": "p_value",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L37",
        "kind": "文档"
      }
    },
    {
      "term": "统计显著性／经济显著性",
      "english": "Statistical significance, Economic significance",
      "explanation": "前者问证据是否足以排除某种偶然解释；后者问效果是否大到覆盖成本、风险并有实际价值。",
      "category": "统计检验与模型可靠性",
      "id": "t0426",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 316,
        "matched": "Statistical Significance",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L316",
        "kind": "文档"
      }
    },
    {
      "term": "t 检验／t 统计量",
      "english": "t-test, t-statistic",
      "explanation": "把估计效果相对其标准误衡量，常检验平均收益或回归系数是否与零不同。",
      "category": "统计检验与模型可靠性",
      "id": "t0427",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 294,
        "matched": "t-test",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L294",
        "kind": "文档"
      }
    },
    {
      "term": "置信区间",
      "english": "Confidence interval, CI",
      "explanation": "按一种重复抽样方法构造的不确定性区间。95% 的含义是长期重复使用该方法时约 95% 区间覆盖真值。",
      "category": "统计检验与模型可靠性",
      "id": "t0428",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 268,
        "matched": "confidence interval",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L268",
        "kind": "文档"
      }
    },
    {
      "term": "正态分布／厚尾／偏度／峰度",
      "english": "Normal distribution, Fat tail, Skewness, Kurtosis",
      "explanation": "分别描述钟形基准分布、极端结果更常见、左右不对称及尾部等形状。只看平均和波动可能漏掉后几项风险。",
      "category": "统计检验与模型可靠性",
      "id": "t0429",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 296,
        "matched": "Normal distribution",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L296",
        "kind": "文档"
      }
    },
    {
      "term": "Jarque–Bera 检验",
      "english": "JB test",
      "explanation": "利用偏度和峰度检查数据是否明显偏离正态分布；不拒绝也不代表已证明严格正态。",
      "category": "统计检验与模型可靠性",
      "id": "t0430",
      "source": null
    },
    {
      "term": "Bootstrap／自助抽样",
      "english": "Bootstrap",
      "explanation": "从历史样本重复抽取构造许多新样本，估计指标的不确定性。存在时间相关时通常需要块抽样等保留依赖的方法。",
      "category": "统计检验与模型可靠性",
      "id": "t0431",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 3,
        "matched": "Bootstrap",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "配对 Bootstrap／块 Bootstrap",
      "english": "Paired bootstrap, Block bootstrap",
      "explanation": "前者成对抽样以比较同一时期的两个策略；后者整段抽取连续数据，尽量保留时间关系。",
      "category": "统计检验与模型可靠性",
      "id": "t0432",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 271,
        "matched": "Paired Bootstrap",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L271",
        "kind": "文档"
      }
    },
    {
      "term": "AIC／BIC",
      "english": "Akaike information criterion, Bayesian information criterion",
      "explanation": "在拟合好坏之外惩罚模型复杂度的比较指标，同一问题和可比数据下通常越低越好。",
      "category": "统计检验与模型可靠性",
      "id": "t0433",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 155,
        "matched": "aic",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L155",
        "kind": "文档"
      }
    },
    {
      "term": "多重检验／数据窥探",
      "english": "Multiple testing, Data snooping",
      "explanation": "同时尝试很多策略，总会有一些靠运气看起来显著。不能把挑出来的冠军当成只检验过一次。",
      "category": "统计检验与模型可靠性",
      "id": "t0434",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 302,
        "matched": "Multiple-Testing",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L302",
        "kind": "文档"
      }
    },
    {
      "term": "Bonferroni 校正",
      "english": "Bonferroni correction",
      "explanation": "按检验次数收紧显著性门槛，以控制“至少误报一次”的概率，可能较保守。",
      "category": "统计检验与模型可靠性",
      "id": "t0435",
      "source": null
    },
    {
      "term": "错误发现率／BH 校正",
      "english": "FDR, Benjamini-Hochberg",
      "explanation": "控制被选为显著的结果中预期有多少比例是误报；不是保证每一个入选因子都可靠。",
      "category": "统计检验与模型可靠性",
      "id": "t0436",
      "source": {
        "path": "agent/src/skills/quant-statistics/SKILL.md",
        "line": 310,
        "matched": "Benjamini-Hochberg",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/quant-statistics/SKILL.md#L310",
        "kind": "文档"
      }
    },
    {
      "term": "概率夏普比率",
      "english": "PSR, Probabilistic Sharpe ratio",
      "explanation": "结合样本长度和收益分布形状，估计真实夏普超过某个门槛的统计把握，不是未来赚钱概率。",
      "category": "统计检验与模型可靠性",
      "id": "t0437",
      "source": {
        "path": "agent/src/quantlib/multipletesting.py",
        "line": 12,
        "matched": "probabilistic_sharpe_ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/multipletesting.py#L12",
        "kind": "源码"
      }
    },
    {
      "term": "缩水夏普／折减夏普",
      "english": "DSR, Deflated Sharpe ratio",
      "explanation": "在夏普评估中进一步考虑尝试很多方案带来的冠军偏差，降低对最佳回测的过度信任。",
      "category": "统计检验与模型可靠性",
      "id": "t0438",
      "source": {
        "path": "agent/src/quantlib/multipletesting.py",
        "line": 17,
        "matched": "deflated_sharpe_ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/multipletesting.py#L17",
        "kind": "源码"
      }
    },
    {
      "term": "回测过拟合概率／CSCV",
      "english": "PBO, Combinatorially symmetric cross-validation",
      "explanation": "通过多种训练测试组合，观察样本内优胜方案到样本外是否落后，估计选择过程的过拟合倾向。",
      "category": "统计检验与模型可靠性",
      "id": "t0439",
      "source": {
        "path": "agent/src/quantlib/crossvalidation.py",
        "line": 451,
        "matched": "CSCV",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/crossvalidation.py#L451",
        "kind": "源码"
      }
    },
    {
      "term": "事件研究／事件窗口",
      "english": "Event study, Event window",
      "explanation": "围绕公告等事件观察前后收益，事件窗口是选取的前后时间范围，估计正常收益还需要另设估计窗口。",
      "category": "统计检验与模型可靠性",
      "id": "t0440",
      "source": {
        "path": "agent/src/skills/correlation-regime/SKILL.md",
        "line": 365,
        "matched": "event window",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/correlation-regime/SKILL.md#L365",
        "kind": "文档"
      }
    },
    {
      "term": "异常收益／累计异常收益",
      "english": "AR, CAR, AAR, CAAR",
      "explanation": "异常收益是实际收益减模型预计的正常收益；CAR 跨时间累计，AAR 跨事件平均，CAAR 再累计平均异常收益。",
      "category": "统计检验与模型可靠性",
      "id": "t0441",
      "source": {
        "path": "README_es.md",
        "line": 86,
        "matched": "car",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README_es.md#L86",
        "kind": "文档"
      }
    },
    {
      "term": "Copula／相依结构",
      "english": "Copula",
      "explanation": "把各变量自身分布与它们怎样一起变化分开建模，尤其用于研究共同极端风险。",
      "category": "统计检验与模型可靠性",
      "id": "t0442",
      "source": {
        "path": "agent/src/quantlib/copula.py",
        "line": 1,
        "matched": "Copula",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/copula.py#L1",
        "kind": "源码"
      }
    },
    {
      "term": "伪观测／尾部依赖",
      "english": "Pseudo-observation, Tail dependence",
      "explanation": "伪观测把数据排名转成接近 0 到 1 的数；尾部依赖描述一个变量极端时另一个也极端的倾向。",
      "category": "统计检验与模型可靠性",
      "id": "t0443",
      "source": {
        "path": "agent/src/quantlib/copula.py",
        "line": 4,
        "matched": "tail dependence",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/copula.py#L4",
        "kind": "源码"
      }
    },
    {
      "term": "Gaussian／Clayton／Gumbel／Frank Copula",
      "english": "Gaussian, Clayton, Gumbel, Frank",
      "explanation": "不同的联合变化模型：高斯常刻画相关结构，Clayton 偏重下尾，Gumbel 偏重上尾，Frank 常描述较对称的中部依赖；具体还取决于参数。",
      "category": "统计检验与模型可靠性",
      "id": "t0444",
      "source": {
        "path": "agent/src/quantlib/copula.py",
        "line": 3,
        "matched": "Clayton",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/copula.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "财务三表",
      "english": "Three financial statements",
      "explanation": "利润表看一段时间赚了多少，资产负债表看某天的家底，现金流量表看钱实际怎样进出。三表要结合着读。",
      "category": "财报、经营质量与公司治理",
      "id": "t0445",
      "source": {
        "path": "agent/src/tools/financial_statements_tool.py",
        "line": 684,
        "matched": "three financial statements",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/tools/financial_statements_tool.py#L684",
        "kind": "源码"
      }
    },
    {
      "term": "利润表",
      "english": "Income statement, P&L statement",
      "explanation": "从收入扣除成本、费用和税等，展示一个期间的经营成果。记账上的收入不一定已经收到现金。",
      "category": "财报、经营质量与公司治理",
      "id": "t0446",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 11,
        "matched": "利润表",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "资产负债表",
      "english": "Balance sheet",
      "explanation": "某个时点的资产、负债和股东权益清单，基本关系是资产等于负债加权益。",
      "category": "财报、经营质量与公司治理",
      "id": "t0447",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 11,
        "matched": "资产负债表",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "现金流量表",
      "english": "Cash flow statement",
      "explanation": "按经营、投资和筹资分类展示现金变化，帮助区分公司靠业务赚钱还是靠借钱维持。",
      "category": "财报、经营质量与公司治理",
      "id": "t0448",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 11,
        "matched": "现金流量表",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "收入／营收",
      "english": "Revenue, Sales",
      "explanation": "提供商品或服务按会计规则确认的收入，通常不是现金收款额，也不等于平台交易总额。",
      "category": "财报、经营质量与公司治理",
      "id": "t0449",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 175,
        "matched": "营收",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L175",
        "kind": "文档"
      }
    },
    {
      "term": "营业成本",
      "english": "COGS, Cost of goods sold",
      "explanation": "与所售商品或服务直接相关的成本，收入减它通常得到毛利。",
      "category": "财报、经营质量与公司治理",
      "id": "t0450",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 19,
        "matched": "营业成本",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L19",
        "kind": "文档"
      }
    },
    {
      "term": "毛利／毛利率",
      "english": "Gross profit, Gross margin",
      "explanation": "收入减营业成本，以及毛利占收入的比例。毛利高仍可能被营销、研发等费用耗尽。",
      "category": "财报、经营质量与公司治理",
      "id": "t0451",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 19,
        "matched": "毛利",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L19",
        "kind": "文档"
      }
    },
    {
      "term": "营业利润／经营利润",
      "english": "Operating profit, Operating income",
      "explanation": "营业活动形成的利润，但中外报表及调整口径可能不同，比较时不能只凭同一个中文名称。",
      "category": "财报、经营质量与公司治理",
      "id": "t0452",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 21,
        "matched": "营业利润",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L21",
        "kind": "文档"
      }
    },
    {
      "term": "息税前利润",
      "english": "EBIT",
      "explanation": "扣利息和所得税之前的利润，便于比较融资结构和税率不同的业务；与报表营业利润未必完全相同。",
      "category": "财报、经营质量与公司治理",
      "id": "t0453",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 195,
        "matched": "EBIT",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L195",
        "kind": "文档"
      }
    },
    {
      "term": "息税折旧摊销前利润",
      "english": "EBITDA",
      "explanation": "在 EBIT 基础上加回折旧摊销，常用于估值和偿债分析。它没有扣维持设备所需投资，不等于自由现金流。",
      "category": "财报、经营质量与公司治理",
      "id": "t0454",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 330,
        "matched": "EBITDA",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L330",
        "kind": "文档"
      }
    },
    {
      "term": "净利润／净利率",
      "english": "Net income, Net margin",
      "explanation": "扣除相关费用税项后的利润，以及利润占营收比例。一次性收益可能把净利润暂时抬高。",
      "category": "财报、经营质量与公司治理",
      "id": "t0455",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 58,
        "matched": "净利润",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L58",
        "kind": "文档"
      }
    },
    {
      "term": "归母净利润／少数股东损益",
      "english": "Attributable profit, Non-controlling interest income",
      "explanation": "归母是属于母公司股东的利润；少数股东损益属于子公司其他股东，两者共同构成合并口径利润。",
      "category": "财报、经营质量与公司治理",
      "id": "t0456",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 24,
        "matched": "少数股东损益",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "扣非净利润／非经常性损益",
      "english": "Adjusted recurring profit, Non-recurring items",
      "explanation": "尝试剔除特定非持续性项目，观察主业盈利。扣非定义受会计和披露规则约束，不等于公司随意“调整后利润”。",
      "category": "财报、经营质量与公司治理",
      "id": "t0457",
      "source": {
        "path": "agent/src/skills/ashare-pre-st-filter/SKILL.md",
        "line": 47,
        "matched": "扣非净利润",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ashare-pre-st-filter/SKILL.md#L47",
        "kind": "文档"
      }
    },
    {
      "term": "期间费用／费用率",
      "english": "Operating expenses, Expense ratio",
      "explanation": "销售、管理、研发、财务等费用及其占收入的比例，具体合并范围需说明。",
      "category": "财报、经营质量与公司治理",
      "id": "t0458",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 33,
        "matched": "期间费用",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L33",
        "kind": "文档"
      }
    },
    {
      "term": "研发费用／资本化",
      "english": "R&D, Capitalization",
      "explanation": "研发支出可以按适用规则当期计入费用或先计为资产以后摊销。资本化会推迟费用确认，不代表现金没花出去。",
      "category": "财报、经营质量与公司治理",
      "id": "t0459",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 20,
        "matched": "研发费用",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L20",
        "kind": "文档"
      }
    },
    {
      "term": "折旧／摊销",
      "english": "Depreciation, Amortization, D&A",
      "explanation": "把长期资产成本分配到多个期间：折旧常用于有形资产，摊销常用于无形资产等。",
      "category": "财报、经营质量与公司治理",
      "id": "t0460",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 95,
        "matched": "折旧",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L95",
        "kind": "文档"
      }
    },
    {
      "term": "资产减值",
      "english": "Impairment",
      "explanation": "资产预计收不回账上那么多价值时确认损失。大额减值可能反映此前收购或投资估计过于乐观。",
      "category": "财报、经营质量与公司治理",
      "id": "t0461",
      "source": {
        "path": "agent/src/skills/report-generate/SKILL.md",
        "line": 260,
        "matched": "impairment",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/report-generate/SKILL.md#L260",
        "kind": "文档"
      }
    },
    {
      "term": "商誉",
      "english": "Goodwill",
      "explanation": "收购价格超过可辨认净资产公允价值部分形成的会计资产。它不是可以直接拿去付账的现金。",
      "category": "财报、经营质量与公司治理",
      "id": "t0462",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 45,
        "matched": "商誉",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L45",
        "kind": "文档"
      }
    },
    {
      "term": "流动资产／流动负债",
      "english": "Current assets, Current liabilities",
      "explanation": "预计在正常营业周期或较短期间变现、消耗或偿还的资产负债，用于观察近期周转压力。",
      "category": "财报、经营质量与公司治理",
      "id": "t0463",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 59,
        "matched": "流动资产",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L59",
        "kind": "文档"
      }
    },
    {
      "term": "应收账款／应付账款",
      "english": "Accounts receivable, Accounts payable",
      "explanation": "别人已经欠公司的货款，与公司已经欠供应商的货款。收入增长而应收更快增长，可能需要检查回款。",
      "category": "财报、经营质量与公司治理",
      "id": "t0464",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 43,
        "matched": "应收账款",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L43",
        "kind": "文档"
      }
    },
    {
      "term": "存货／预付款／合同负债",
      "english": "Inventory, Prepayment, Contract liability",
      "explanation": "存货是待售或生产中的物品；预付款是先付给别人；合同负债常是先收客户钱但还未履约确认收入。",
      "category": "财报、经营质量与公司治理",
      "id": "t0465",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 44,
        "matched": "存货",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L44",
        "kind": "文档"
      }
    },
    {
      "term": "营运资本",
      "english": "Working capital, NWC",
      "explanation": "广义常指流动资产减流动负债；估值中经营性净营运资本通常剔除现金和融资项目。口径不同不能直接相减比较。",
      "category": "财报、经营质量与公司治理",
      "id": "t0466",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 95,
        "matched": "营运资本",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L95",
        "kind": "文档"
      }
    },
    {
      "term": "资本开支",
      "english": "Capital expenditure, CapEx",
      "explanation": "购买、建设或升级长期资产的支出，例如建厂和购置设备，会消耗现金但不一定全部当期计入利润。",
      "category": "财报、经营质量与公司治理",
      "id": "t0467",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 139,
        "matched": "capex",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L139",
        "kind": "文档"
      }
    },
    {
      "term": "固定资产／在建工程",
      "english": "Fixed assets, Construction in progress",
      "explanation": "已经投入使用的长期有形资产，以及尚未达到使用状态的建设项目。长期不转固可能需要检查工程进度。",
      "category": "财报、经营质量与公司治理",
      "id": "t0468",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 46,
        "matched": "在建工程",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L46",
        "kind": "文档"
      }
    },
    {
      "term": "经营／投资／筹资现金流",
      "english": "CFO, CFI, CFF",
      "explanation": "分别是经营收付款、购买出售投资及长期资产、借还款和股权融资等现金变化。某项为负是否有问题取决于业务阶段。",
      "category": "财报、经营质量与公司治理",
      "id": "t0469",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 162,
        "matched": "投资",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L162",
        "kind": "文档"
      }
    },
    {
      "term": "自由现金流",
      "english": "FCF, Free cash flow",
      "explanation": "扣除维持或扩张经营所需投资后可供资本提供者使用的现金。常见简单近似是经营现金流减资本开支，但口径不唯一。",
      "category": "财报、经营质量与公司治理",
      "id": "t0470",
      "source": {
        "path": "agent/src/skills/management-deep-dive/SKILL.md",
        "line": 103,
        "matched": "FCF",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/management-deep-dive/SKILL.md#L103",
        "kind": "文档"
      }
    },
    {
      "term": "企业自由现金流／股权自由现金流",
      "english": "FCFF, FCFE",
      "explanation": "FCFF 面向债权人与股东全体；FCFE 是考虑债务收付后归股东可用的部分。估值时折现率必须匹配。",
      "category": "财报、经营质量与公司治理",
      "id": "t0471",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 30,
        "matched": "FCFF",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L30",
        "kind": "文档"
      }
    },
    {
      "term": "应计利润／应计比率",
      "english": "Accruals, Accrual ratio",
      "explanation": "利润中尚未对应为经营现金的部分及其相对资产等基数的比例。高应计提示要检查确认与回款，不能直接判定造假。",
      "category": "财报、经营质量与公司治理",
      "id": "t0472",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 107,
        "matched": "accrual_ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L107",
        "kind": "文档"
      }
    },
    {
      "term": "盈利质量",
      "english": "Earnings quality",
      "explanation": "利润是否来自可持续业务、是否容易变成现金、是否依赖激进会计或一次性项目。",
      "category": "财报、经营质量与公司治理",
      "id": "t0473",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 3,
        "matched": "盈利质量",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "资产负债率／有息负债",
      "english": "Debt-to-assets, Interest-bearing debt",
      "explanation": "资产负债率常用总负债除总资产；有息负债只包括需要付息的借款债券等，两种“债务”范围不同。",
      "category": "财报、经营质量与公司治理",
      "id": "t0474",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 49,
        "matched": "有息负债",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L49",
        "kind": "文档"
      }
    },
    {
      "term": "流动比率／速动比率",
      "english": "Current ratio, Quick ratio",
      "explanation": "比较短期资产与短期负债；速动比率进一步剔除存货等不够快变现的项目。合理水平随行业变化。",
      "category": "财报、经营质量与公司治理",
      "id": "t0475",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 59,
        "matched": "流动比率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L59",
        "kind": "文档"
      }
    },
    {
      "term": "净债务",
      "english": "Net debt",
      "explanation": "有息债务减按约定可抵扣的现金等资产。受限资金不一定能像自由现金一样抵扣。",
      "category": "财报、经营质量与公司治理",
      "id": "t0476",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 21,
        "matched": "net debt",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L21",
        "kind": "文档"
      }
    },
    {
      "term": "利息保障倍数",
      "english": "Interest coverage",
      "explanation": "用 EBIT 等收益指标除以利息支出，观察经营利润覆盖付息压力的能力。",
      "category": "财报、经营质量与公司治理",
      "id": "t0477",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 92,
        "matched": "Interest coverage",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L92",
        "kind": "文档"
      }
    },
    {
      "term": "ROE／净资产收益率",
      "english": "Return on equity",
      "explanation": "利润相对股东权益的比例，衡量股东账面资本的盈利效率。高杠杆也能抬高 ROE。",
      "category": "财报、经营质量与公司治理",
      "id": "t0478",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 185,
        "matched": "ROE",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L185",
        "kind": "文档"
      }
    },
    {
      "term": "ROA／总资产收益率",
      "english": "Return on assets",
      "explanation": "利润相对总资产的比例；利润选净利润还是息税口径不同，数值会不同。",
      "category": "财报、经营质量与公司治理",
      "id": "t0479",
      "source": {
        "path": "agent/src/swarm/grounding.py",
        "line": 111,
        "matched": "ROA",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/swarm/grounding.py#L111",
        "kind": "源码"
      }
    },
    {
      "term": "ROIC／投入资本回报率",
      "english": "Return on invested capital",
      "explanation": "经营税后利润相对投入经营资本的比例，常用于判断业务回报是否超过资本成本。",
      "category": "财报、经营质量与公司治理",
      "id": "t0480",
      "source": {
        "path": "agent/cli/commands/institutional/playbooks.py",
        "line": 552,
        "matched": "ROIC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/cli/commands/institutional/playbooks.py#L552",
        "kind": "源码"
      }
    },
    {
      "term": "NOPAT／税后经营利润",
      "english": "Net operating profit after tax",
      "explanation": "按经营利润扣除相应税负、但不扣融资利息的利润口径，常用于 FCFF 和 ROIC。",
      "category": "财报、经营质量与公司治理",
      "id": "t0481",
      "source": {
        "path": "agent/src/quantlib/valuation/dcf.py",
        "line": 521,
        "matched": "NOPAT",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/valuation/dcf.py#L521",
        "kind": "源码"
      }
    },
    {
      "term": "资产周转率／权益乘数",
      "english": "Asset turnover, Equity multiplier",
      "explanation": "前者看资产创造收入的效率；后者是资产相对权益的倍数，反映财务杠杆。",
      "category": "财报、经营质量与公司治理",
      "id": "t0482",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 185,
        "matched": "资产周转率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L185",
        "kind": "文档"
      }
    },
    {
      "term": "杜邦分析",
      "english": "DuPont analysis",
      "explanation": "把 ROE 拆成净利率、资产周转率和权益乘数等部分，区分盈利改善来自利润率、效率还是杠杆。",
      "category": "财报、经营质量与公司治理",
      "id": "t0483",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 11,
        "matched": "杜邦分析",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L11",
        "kind": "文档"
      }
    },
    {
      "term": "存货周转／应收周转／现金转换周期",
      "english": "Inventory turnover, Receivables turnover, CCC",
      "explanation": "衡量存货卖出、货款收回以及支付供应商之间的时间关系。现金转换周期越长，业务通常越占资金。",
      "category": "财报、经营质量与公司治理",
      "id": "t0484",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 145,
        "matched": "存货周转",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L145",
        "kind": "文档"
      }
    },
    {
      "term": "每股收益／稀释每股收益",
      "english": "EPS, Diluted EPS",
      "explanation": "利润摊到每股的金额；稀释 EPS 还考虑期权、可转债等潜在新增股份的影响。",
      "category": "财报、经营质量与公司治理",
      "id": "t0485",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 115,
        "matched": "每股收益",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L115",
        "kind": "文档"
      }
    },
    {
      "term": "每股净资产",
      "english": "BVPS, Book value per share",
      "explanation": "归属于相关股东的账面净资产除以股份数量，不等于这些资产今天卖掉能得到的现金。",
      "category": "财报、经营质量与公司治理",
      "id": "t0486",
      "source": {
        "path": "frontend/src/i18n/locales/en.json",
        "line": 279,
        "matched": "book value per share",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/frontend/src/i18n/locales/en.json#L279",
        "kind": "源码"
      }
    },
    {
      "term": "同比／环比",
      "english": "YoY, QoQ, MoM",
      "explanation": "同比与去年相同期间比，环比与上一个相邻期间比。季节性很强的业务要防止误读环比。",
      "category": "财报、经营质量与公司治理",
      "id": "t0487",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 258,
        "matched": "同比",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L258",
        "kind": "文档"
      }
    },
    {
      "term": "TTM／LTM／NTM",
      "english": "Trailing twelve months, Last twelve months, Next twelve months",
      "explanation": "TTM 和 LTM 通常指过去十二个月；NTM 指未来十二个月预测。历史倍数和预测倍数不能混用。",
      "category": "财报、经营质量与公司治理",
      "id": "t0488",
      "source": {
        "path": "agent/SKILL.md",
        "line": 405,
        "matched": "ttm",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L405",
        "kind": "文档"
      }
    },
    {
      "term": "财年／自然年／A 与 E",
      "english": "Fiscal year, Calendar year, Actual, Estimate",
      "explanation": "公司的财年未必十二月结束；财报表格中 A 常表示实际，E 表示预测，不能把预测当成已发生数据。",
      "category": "财报、经营质量与公司治理",
      "id": "t0489",
      "source": {
        "path": "agent/src/skills/ashare-pre-st-filter/SKILL.md",
        "line": 3,
        "matched": "财年",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ashare-pre-st-filter/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "三表勾稽／报表联动",
      "english": "Three-statement linkage",
      "explanation": "净利润、留存收益、现金余额和资产负债等应互相对得上。对不上可能是模型漏项、口径不一致或数据问题。",
      "category": "财报、经营质量与公司治理",
      "id": "t0490",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 3,
        "matched": "三表勾稽",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "会计准则／调整后指标",
      "english": "GAAP, IFRS, Non-GAAP",
      "explanation": "不同准则规定收入、费用等如何确认；Non-GAAP 是公司补充调整口径，需要查看具体剔除了什么。",
      "category": "财报、经营质量与公司治理",
      "id": "t0491",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 257,
        "matched": "会计准则",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L257",
        "kind": "文档"
      }
    },
    {
      "term": "审计意见",
      "english": "Audit opinion",
      "explanation": "审计师对财报是否按适用准则公允列报发表意见，包括无保留、保留、否定和无法表示等。不是对股价作保证。",
      "category": "财报、经营质量与公司治理",
      "id": "t0492",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 176,
        "matched": "审计意见",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L176",
        "kind": "文档"
      }
    },
    {
      "term": "关联交易／同业竞争",
      "english": "Related-party transaction, Competing business",
      "explanation": "前者是公司与关联方之间的交易，后者是控制方等经营相同或竞争业务；重点看定价和利益冲突。",
      "category": "财报、经营质量与公司治理",
      "id": "t0493",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 161,
        "matched": "关联交易",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L161",
        "kind": "文档"
      }
    },
    {
      "term": "公司治理／控制权",
      "english": "Corporate governance, Control",
      "explanation": "谁能决定公司重大事项、董事会如何监督，以及大小股东利益如何保护。",
      "category": "财报、经营质量与公司治理",
      "id": "t0494",
      "source": {
        "path": "agent/src/skills/ashare-pre-st-filter/SKILL.md",
        "line": 275,
        "matched": "公司治理",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ashare-pre-st-filter/SKILL.md#L275",
        "kind": "文档"
      }
    },
    {
      "term": "双重股权／一致行动人／VIE",
      "english": "Dual-class shares, Acting in concert, Variable interest entity",
      "explanation": "分别涉及不同投票权股份、协同行使表决权，以及通过协议而非直接股权实现控制的结构。",
      "category": "财报、经营质量与公司治理",
      "id": "t0495",
      "source": {
        "path": "agent/src/skills/management-deep-dive/SKILL.md",
        "line": 126,
        "matched": "VIE",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/management-deep-dive/SKILL.md#L126",
        "kind": "文档"
      }
    },
    {
      "term": "股权稀释／员工股权激励",
      "english": "Dilution, ESOP, Share-based compensation",
      "explanation": "新增股份等使原股东持股比例下降；股权激励用股份或期权报酬激励员工，也可能带来稀释成本。",
      "category": "财报、经营质量与公司治理",
      "id": "t0496",
      "source": {
        "path": "agent/src/skills/adr-hshare/SKILL.md",
        "line": 155,
        "matched": "dilution",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/adr-hshare/SKILL.md#L155",
        "kind": "文档"
      }
    },
    {
      "term": "内幕人交易披露",
      "english": "Insider transaction disclosure",
      "explanation": "董事、高管等相关人士买卖公司证券的依法披露记录。“内幕人”合法申报交易不等于违法内幕交易。",
      "category": "财报、经营质量与公司治理",
      "id": "t0497",
      "source": null
    },
    {
      "term": "回购／注销／库存股",
      "english": "Buyback, Cancellation, Treasury shares",
      "explanation": "公司买回自己的股票后，可能注销或按当地规则持有库存股。回购是否真正减少股数要看后续处理。",
      "category": "财报、经营质量与公司治理",
      "id": "t0498",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 116,
        "matched": "回购",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L116",
        "kind": "文档"
      }
    },
    {
      "term": "并购／分拆",
      "english": "M&A, Spin-off",
      "explanation": "并购把公司或业务结合、收购；分拆把部分业务独立出去。协同效果与交易代价要一起评估。",
      "category": "财报、经营质量与公司治理",
      "id": "t0499",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 3,
        "matched": "并购",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "要约收购／并购套利价差",
      "english": "Tender offer, Merger arbitrage spread",
      "explanation": "要约收购按明确条件向股东购买股份；目标股价与交易对价之差反映时间、失败风险等，并非免费收益。",
      "category": "财报、经营质量与公司治理",
      "id": "t0500",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 3,
        "matched": "并购套利价差",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "定向增发／配股",
      "english": "Private placement, Rights issue",
      "explanation": "向特定投资者发行新股，或按一定比例给现有股东认购机会，都会影响融资和股权结构。",
      "category": "财报、经营质量与公司治理",
      "id": "t0501",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 3,
        "matched": "配股",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "限售／解禁",
      "english": "Lock-up, Share unlock",
      "explanation": "部分股份在规定期间内不能自由出售，期满或满足条件后解除限制。解禁不表示持有人一定立刻卖出。",
      "category": "财报、经营质量与公司治理",
      "id": "t0502",
      "source": {
        "path": "agent/src/skills/corporate-events/SKILL.md",
        "line": 84,
        "matched": "解禁",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/corporate-events/SKILL.md#L84",
        "kind": "文档"
      }
    },
    {
      "term": "留存收益",
      "english": "Retained earnings",
      "explanation": "历年利润扣除分红等后留在公司的累计会计余额，已可能投入厂房存货，不等于专门存放的一笔现金。",
      "category": "财报、经营质量与公司治理",
      "id": "t0503",
      "source": {
        "path": "agent/src/skills/financial-statement/SKILL.md",
        "line": 90,
        "matched": "留存收益",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/financial-statement/SKILL.md#L90",
        "kind": "文档"
      }
    },
    {
      "term": "FFO／AFFO",
      "english": "Funds from operations, Adjusted FFO",
      "explanation": "REITs 分析中对净利润作地产折旧、出售损益等调整的经营收益口径；AFFO 再调整维护开支等，具体定义并不完全统一。",
      "category": "财报、经营质量与公司治理",
      "id": "t0504",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 35,
        "matched": "AFFO",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L35",
        "kind": "文档"
      }
    },
    {
      "term": "每股股息／分红保障资本",
      "english": "DPS, Regulatory capital",
      "explanation": "DPS 是每股分红金额；银行保险还要看监管认可资本能否支持分红，不能只看当期会计利润。",
      "category": "财报、经营质量与公司治理",
      "id": "t0505",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 27,
        "matched": "DPS",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L27",
        "kind": "文档"
      }
    },
    {
      "term": "MLP／可分配现金流",
      "english": "Master limited partnership, Distributable cash flow",
      "explanation": "MLP 是某些市场的上市合伙结构；可分配现金流用于观察向持有人支付的能力，不同于估值模型 DCF 的缩写含义。",
      "category": "财报、经营质量与公司治理",
      "id": "t0506",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 35,
        "matched": "distributable cash flow",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L35",
        "kind": "文档"
      }
    },
    {
      "term": "入住率／出租率",
      "english": "Occupancy rate",
      "explanation": "房地产或住宿资产实际使用部分占可出租部分的比例，需结合租金和运营成本判断盈利。",
      "category": "财报、经营质量与公司治理",
      "id": "t0507",
      "source": null
    },
    {
      "term": "债务偿付覆盖率",
      "english": "DSCR, Debt-service coverage ratio",
      "explanation": "可用于偿债的经营现金或约定收益相对当期本息支付额的比例，分子需按贷款或研究口径定义。",
      "category": "财报、经营质量与公司治理",
      "id": "t0508",
      "source": null
    },
    {
      "term": "盈利预测／一致预期",
      "english": "Earnings forecast, Consensus estimate",
      "explanation": "对未来收入利润的估计，以及多位分析师预测的汇总。平均预期不是事实，样本覆盖也可能偏斜。",
      "category": "盈利预测、估值与分红",
      "id": "t0509",
      "source": {
        "path": "agent/src/skills/earnings-forecast/SKILL.md",
        "line": 2,
        "matched": "earnings-forecast",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-forecast/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "自上而下／自下而上",
      "english": "Top-down, Bottom-up",
      "explanation": "前者从经济行业推到公司，后者从产品、客户、销量价格等细节推导业绩。",
      "category": "盈利预测、估值与分红",
      "id": "t0510",
      "source": {
        "path": "agent/src/skills/earnings-forecast/SKILL.md",
        "line": 3,
        "matched": "自上而下",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-forecast/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "量价拆分",
      "english": "Volume-price decomposition",
      "explanation": "把收入变化拆成卖了多少和每单位卖多少钱，再考虑产品结构变化。",
      "category": "盈利预测、估值与分红",
      "id": "t0511",
      "source": null
    },
    {
      "term": "管理层指引",
      "english": "Management guidance",
      "explanation": "公司管理层对未来业绩或经营指标给出的范围或描述，反映管理层预期，不是承诺必然达到。",
      "category": "盈利预测、估值与分红",
      "id": "t0512",
      "source": {
        "path": "agent/src/skills/earnings-revision/SKILL.md",
        "line": 3,
        "matched": "management guidance",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-revision/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "业绩超预期／低于预期",
      "english": "Earnings beat, Earnings miss",
      "explanation": "实际业绩高于或低于事先约定的预期基准。同比增长很快，仍可能低于市场预期。",
      "category": "盈利预测、估值与分红",
      "id": "t0513",
      "source": {
        "path": "agent/src/skills/earnings-forecast/SKILL.md",
        "line": 3,
        "matched": "业绩超预期",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-forecast/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "盈利意外／标准化意外盈利",
      "english": "Earnings surprise, SUE",
      "explanation": "衡量实际盈利相对预期或历史模式的偏离；SUE 再按波动等尺度标准化，便于跨公司比较。",
      "category": "盈利预测、估值与分红",
      "id": "t0514",
      "source": {
        "path": "agent/src/skills/earnings-forecast/SKILL.md",
        "line": 3,
        "matched": "SUE",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-forecast/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "盈利预测修正／修正动量",
      "english": "Estimate revision, Earnings revision momentum, ERM",
      "explanation": "分析师持续上调或下调未来盈利预测的方向与程度，常作为事件或因子信号。",
      "category": "盈利预测、估值与分红",
      "id": "t0515",
      "source": {
        "path": "agent/src/skills/earnings-forecast/SKILL.md",
        "line": 10,
        "matched": "修正动量",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-forecast/SKILL.md#L10",
        "kind": "文档"
      }
    },
    {
      "term": "修正广度／预测分歧",
      "english": "Revision breadth, Estimate dispersion",
      "explanation": "广度看多少分析师上调相对下调；分歧看预测之间差多远，反映意见是否一致。",
      "category": "盈利预测、估值与分红",
      "id": "t0516",
      "source": {
        "path": "agent/src/skills/earnings-revision/SKILL.md",
        "line": 21,
        "matched": "revision breadth",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-revision/SKILL.md#L21",
        "kind": "文档"
      }
    },
    {
      "term": "耳语预期",
      "english": "Whisper number",
      "explanation": "市场参与者私下流传的非正式业绩预期，来源不透明时难验证，不应伪装成正式一致预期。",
      "category": "盈利预测、估值与分红",
      "id": "t0517",
      "source": {
        "path": "agent/src/skills/earnings-revision/SKILL.md",
        "line": 24,
        "matched": "Whisper number",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-revision/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "财报后漂移",
      "english": "PEAD, Post-earnings announcement drift",
      "explanation": "一些历史研究发现价格在盈利意外公布后继续缓慢同向移动的现象，强弱会因市场、时期和成本变化。",
      "category": "盈利预测、估值与分红",
      "id": "t0518",
      "source": {
        "path": "agent/src/skills/earnings-forecast/SKILL.md",
        "line": 3,
        "matched": "PEAD",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/earnings-forecast/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "估值／内在价值",
      "english": "Valuation, Intrinsic value",
      "explanation": "基于未来现金、资产或可比价格估计一个对象值多少钱。模型给的是假设下的估值，不是确定价格。",
      "category": "盈利预测、估值与分红",
      "id": "t0519",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 2,
        "matched": "valuation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "市盈率",
      "english": "P/E, PE",
      "explanation": "股价除每股收益，或市值除对应净利润。PE 为 20 倍不代表承诺 20 年回本；亏损时通常不适合这样解释。",
      "category": "盈利预测、估值与分红",
      "id": "t0520",
      "source": {
        "path": "agent/src/quantlib/valuation/comps.py",
        "line": 4,
        "matched": "P/E",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/valuation/comps.py#L4",
        "kind": "源码"
      }
    },
    {
      "term": "市净率",
      "english": "P/B, PB",
      "explanation": "市值相对股东账面净资产的倍数。低于 1 倍可能便宜，也可能反映资产质量差或盈利低。",
      "category": "盈利预测、估值与分红",
      "id": "t0521",
      "source": {
        "path": "agent/src/quantlib/valuation/comps.py",
        "line": 811,
        "matched": "P/B",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/valuation/comps.py#L811",
        "kind": "源码"
      }
    },
    {
      "term": "市销率",
      "english": "P/S, PS",
      "explanation": "市值除收入，常用于盈利尚不稳定的公司。收入能否最终变成利润仍然关键。",
      "category": "盈利预测、估值与分红",
      "id": "t0522",
      "source": null
    },
    {
      "term": "PEG",
      "english": "Price/earnings to growth",
      "explanation": "把市盈率与预期盈利增长率相比较的粗略指标，计算时增长率用 20 还是 0.20 必须统一。",
      "category": "盈利预测、估值与分红",
      "id": "t0523",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 189,
        "matched": "PEG",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L189",
        "kind": "文档"
      }
    },
    {
      "term": "盈利收益率／自由现金流收益率",
      "english": "Earnings yield, FCF yield",
      "explanation": "利润或自由现金流相对价格的比例。常见 E/P 是 PE 的倒数；FCF yield 的分子分母必须匹配股权或企业口径。",
      "category": "盈利预测、估值与分红",
      "id": "t0524",
      "source": {
        "path": "agent/SKILL.md",
        "line": 119,
        "matched": "earnings yield",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/SKILL.md#L119",
        "kind": "文档"
      }
    },
    {
      "term": "企业价值",
      "english": "EV, Enterprise value",
      "explanation": "整体经营业务对应的估值，常从股权市值加净债务、少数股东权益等调整而来，不等于股票总市值。",
      "category": "盈利预测、估值与分红",
      "id": "t0525",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 20,
        "matched": "Enterprise value",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L20",
        "kind": "文档"
      }
    },
    {
      "term": "EV/EBITDA／EV/EBIT／EV/Sales",
      "english": "Enterprise-value multiples",
      "explanation": "把企业价值与经营收益或收入比较，便于跨融资结构比较公司，仍需核对租赁和会计口径。",
      "category": "盈利预测、估值与分红",
      "id": "t0526",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 3,
        "matched": "EBITDA",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "可比公司／估值倍数",
      "english": "Comparable companies, Trading comps, Multiple",
      "explanation": "参考类似公司的市场定价推估目标价值。业务、增长、利润率、风险不同，不能只算一个行业平均。",
      "category": "盈利预测、估值与分红",
      "id": "t0527",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 74,
        "matched": "multiple",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L74",
        "kind": "文档"
      }
    },
    {
      "term": "可比交易",
      "english": "Precedent transactions",
      "explanation": "用历史并购交易的价格作估值参考，需考虑控制权溢价、交易时间和买方协同等差异。",
      "category": "盈利预测、估值与分红",
      "id": "t0528",
      "source": null
    },
    {
      "term": "财年对齐／年度化",
      "english": "Calendarization",
      "explanation": "把不同公司不同财年的收入利润调整到可比较的时间范围，避免一个数含旺季、另一个不含。",
      "category": "盈利预测、估值与分红",
      "id": "t0529",
      "source": null
    },
    {
      "term": "现金流折现",
      "english": "DCF, Discounted cash flow",
      "explanation": "预测未来能收到的现金，再按风险与时间折算成今天的价值。对长期增长和折现率假设很敏感。",
      "category": "盈利预测、估值与分红",
      "id": "t0530",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 3,
        "matched": "DCF",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "现值／净现值",
      "english": "PV, NPV",
      "explanation": "现值是未来的钱折到今天值多少；净现值再减去需要投入的钱。正 NPV 表示在所用折现率假设下有价值增量。",
      "category": "盈利预测、估值与分红",
      "id": "t0531",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 208,
        "matched": "现值",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L208",
        "kind": "文档"
      }
    },
    {
      "term": "折现率／资本成本",
      "english": "Discount rate, Cost of capital",
      "explanation": "为了补偿等待和风险，投资者要求的回报率，用它把未来现金折回今天。",
      "category": "盈利预测、估值与分红",
      "id": "t0532",
      "source": {
        "path": "agent/src/quantlib/valuation/dcf.py",
        "line": 333,
        "matched": "discount rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/valuation/dcf.py#L333",
        "kind": "源码"
      }
    },
    {
      "term": "加权平均资本成本",
      "english": "WACC",
      "explanation": "按债务和股权权重混合融资成本，常计入债务利息税盾，用于与 FCFF 相匹配的折现。",
      "category": "盈利预测、估值与分红",
      "id": "t0533",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 20,
        "matched": "WACC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L20",
        "kind": "文档"
      }
    },
    {
      "term": "股权成本／债务成本",
      "english": "Cost of equity, Cost of debt",
      "explanation": "股东要求的回报，与债权资金要求的利息或收益率。股权成本不是公司每年必须付出的固定股息。",
      "category": "盈利预测、估值与分红",
      "id": "t0534",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 49,
        "matched": "cost of equity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L49",
        "kind": "文档"
      }
    },
    {
      "term": "资本资产定价模型",
      "english": "CAPM",
      "explanation": "用无风险利率、市场风险溢价与 beta 估计股权要求回报的模型，依赖一组理想化假设。",
      "category": "盈利预测、估值与分红",
      "id": "t0535",
      "source": {
        "path": "agent/src/quantlib/valuation/dcf.py",
        "line": 318,
        "matched": "CAPM",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/valuation/dcf.py#L318",
        "kind": "源码"
      }
    },
    {
      "term": "市场风险溢价／税盾",
      "english": "Equity risk premium, Tax shield",
      "explanation": "前者是承担市场股权风险要求的额外回报；税盾是可抵税支出等减少税款的价值。",
      "category": "盈利预测、估值与分红",
      "id": "t0536",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 52,
        "matched": "equity risk premium",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L52",
        "kind": "文档"
      }
    },
    {
      "term": "终值／永续增长",
      "english": "Terminal value, Perpetual growth",
      "explanation": "把明确预测期之后的现金流汇总成一个尾部价值。常见永续模型要求折现率大于长期增长率。",
      "category": "盈利预测、估值与分红",
      "id": "t0537",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 68,
        "matched": "Terminal Value",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L68",
        "kind": "文档"
      }
    },
    {
      "term": "退出倍数法",
      "english": "Exit multiple",
      "explanation": "假设预测期末业务按某个收益倍数出售，估计终值；该倍数仍需与届时业务状态相符。",
      "category": "盈利预测、估值与分红",
      "id": "t0538",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 74,
        "matched": "Exit-multiple",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L74",
        "kind": "文档"
      }
    },
    {
      "term": "净债务桥／股权价值桥",
      "english": "EV-to-equity bridge",
      "explanation": "从企业价值扣加净债务、少数股权和其他项目，算出属于普通股股东的价值，避免漏扣别人的权利。",
      "category": "盈利预测、估值与分红",
      "id": "t0539",
      "source": {
        "path": "README_zh.md",
        "line": 689,
        "matched": "净债务桥",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README_zh.md#L689",
        "kind": "文档"
      }
    },
    {
      "term": "分部加总估值",
      "english": "SOTP, Sum of the parts",
      "explanation": "把不同业务分别估值，再减去总部成本及债务等，适合业务性质差异大的集团。",
      "category": "盈利预测、估值与分红",
      "id": "t0540",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 3,
        "matched": "SOTP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "股息折现／戈登增长模型",
      "english": "DDM, Gordon growth model",
      "explanation": "把未来股息折现；稳定增长形式常用下一期股息除以股权成本减增长率，前提是成本大于增长率。",
      "category": "盈利预测、估值与分红",
      "id": "t0541",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 3,
        "matched": "DDM",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "安全边际／价值陷阱",
      "english": "Margin of safety, Value trap",
      "explanation": "安全边际是买价相对审慎估值留出的缓冲；价值陷阱是表面便宜、实际业务持续恶化使便宜失去意义。",
      "category": "盈利预测、估值与分红",
      "id": "t0542",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 158,
        "matched": "Value trap",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L158",
        "kind": "文档"
      }
    },
    {
      "term": "重估／估值扩张与压缩",
      "english": "Re-rating, Multiple expansion/compression",
      "explanation": "即使利润不变，市场愿意付的估值倍数也可能上升或下降，从而推动股价变化。",
      "category": "盈利预测、估值与分红",
      "id": "t0543",
      "source": {
        "path": "agent/cli/commands/institutional/playbooks.py",
        "line": 269,
        "matched": "re-rating",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/cli/commands/institutional/playbooks.py#L269",
        "kind": "源码"
      }
    },
    {
      "term": "股息／现金分红",
      "english": "Dividend, Cash distribution",
      "explanation": "公司把部分资金分给股东。分红来自公司资产，不是股价之外无成本额外生成的钱。",
      "category": "盈利预测、估值与分红",
      "id": "t0544",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 92,
        "matched": "Dividend",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L92",
        "kind": "文档"
      }
    },
    {
      "term": "股息率",
      "english": "Dividend yield",
      "explanation": "一年股息相对当前股价的比例。价格暴跌也会抬高历史股息率，而未来分红可能下降。",
      "category": "盈利预测、估值与分红",
      "id": "t0545",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 27,
        "matched": "Dividend yield",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L27",
        "kind": "文档"
      }
    },
    {
      "term": "派息率／股息覆盖",
      "english": "Payout ratio, Dividend coverage",
      "explanation": "派息率看利润中分了多少；覆盖率看利润或现金流能覆盖分红几倍，必须说明分子口径。",
      "category": "盈利预测、估值与分红",
      "id": "t0546",
      "source": {
        "path": "agent/src/skills/valuation-model/SKILL.md",
        "line": 106,
        "matched": "payout ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/valuation-model/SKILL.md#L106",
        "kind": "文档"
      }
    },
    {
      "term": "分红增长／股息再投资",
      "english": "Dividend growth, Dividend reinvestment",
      "explanation": "前者看每股分红是否增加；后者把收到的分红继续买入资产，形成复利。",
      "category": "盈利预测、估值与分红",
      "id": "t0547",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 3,
        "matched": "dividend-growth",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "股权登记日／除息日／派息日",
      "english": "Record date, Ex-dividend date, Payment date",
      "explanation": "分别确定符合条件的股东、开始不再附带该次股息权益的交易日，以及实际支付日期，三者不是同一天。",
      "category": "盈利预测、估值与分红",
      "id": "t0548",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 145,
        "matched": "ex-dividend date",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L145",
        "kind": "文档"
      }
    },
    {
      "term": "股东收益率",
      "english": "Shareholder yield",
      "explanation": "把现金分红、净回购等相对市值汇总；部分定义还包括净偿债，比较前要确认口径。",
      "category": "盈利预测、估值与分红",
      "id": "t0549",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 133,
        "matched": "Shareholder Yield",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L133",
        "kind": "文档"
      }
    },
    {
      "term": "分红捕获／高股息陷阱",
      "english": "Dividend capture, Yield trap",
      "explanation": "分红捕获试图围绕除息交易获取收益，但除息调价和成本会影响结果；高股息陷阱指表面收益率高却难以持续。",
      "category": "盈利预测、估值与分红",
      "id": "t0550",
      "source": {
        "path": "agent/src/skills/dividend-analysis/SKILL.md",
        "line": 3,
        "matched": "yield-trap",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/dividend-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "宏观经济／经济周期",
      "english": "Macroeconomics, Business cycle",
      "explanation": "研究整体增长、就业、物价、利率等，以及经济扩张和收缩的变化过程。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0551",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 103,
        "matched": "宏观经济",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L103",
        "kind": "文档"
      }
    },
    {
      "term": "GDP／国内生产总值",
      "english": "Gross domestic product",
      "explanation": "一定时期内经济体生产的最终商品和服务增加值，名义值含价格变化，实际增速尝试剔除物价影响。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0552",
      "source": {
        "path": "agent/src/skills/macro-analysis/SKILL.md",
        "line": 3,
        "matched": "GDP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/macro-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "PMI／采购经理指数",
      "english": "Purchasing managers' index",
      "explanation": "通过企业调查形成的景气扩散指数，常以 50 为扩张与收缩分界；51 不等于经济增长 1%。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0553",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 25,
        "matched": "PMI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L25",
        "kind": "文档"
      }
    },
    {
      "term": "工业增加值／零售／固定资产投资",
      "english": "Industrial production, Retail sales, Fixed asset investment",
      "explanation": "分别观察工业生产、消费商品销售和建设设备等投资活动，是项目宏观分析常用数据。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0554",
      "source": {
        "path": "agent/src/skills/macro-analysis/SKILL.md",
        "line": 21,
        "matched": "Industrial production",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/macro-analysis/SKILL.md#L21",
        "kind": "文档"
      }
    },
    {
      "term": "CPI／核心 CPI",
      "english": "Consumer price index, Core CPI",
      "explanation": "衡量消费者购买的一篮子商品服务价格变化；核心指标剔除部分波动较大项目，具体定义随统计体系而异。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0555",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 24,
        "matched": "CPI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "PPI／生产者价格",
      "english": "Producer price index",
      "explanation": "观察生产环节产品价格变化，能影响企业收入成本，但不必然按固定时间传导到消费价格。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0556",
      "source": {
        "path": "agent/src/skills/macro-analysis/SKILL.md",
        "line": 30,
        "matched": "PPI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/macro-analysis/SKILL.md#L30",
        "kind": "文档"
      }
    },
    {
      "term": "PCE／HICP",
      "english": "Personal consumption expenditures price index, Harmonised index of consumer prices",
      "explanation": "美国常用的消费支出价格指标，以及欧盟协调口径的消费价格指标，覆盖与权重不同于各地 CPI。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0557",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 24,
        "matched": "PCE",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "通胀／通缩／滞胀",
      "english": "Inflation, Deflation, Stagflation",
      "explanation": "分别是总体物价持续上升、持续下降，以及增长疲弱与通胀压力并存。单一商品涨价不代表全面通胀。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0558",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 57,
        "matched": "inflation",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L57",
        "kind": "文档"
      }
    },
    {
      "term": "名义利率／实际利率",
      "english": "Nominal rate, Real rate",
      "explanation": "名义利率是报价利率；实际利率剔除通胀影响，事前估计常用名义利率减预期通胀作近似。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0559",
      "source": {
        "path": "agent/src/skills/geopolitical-risk/SKILL.md",
        "line": 391,
        "matched": "real-rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/geopolitical-risk/SKILL.md#L391",
        "kind": "文档"
      }
    },
    {
      "term": "货币政策／财政政策",
      "english": "Monetary policy, Fiscal policy",
      "explanation": "前者通过利率、流动性等影响经济；后者通过税收、政府支出和财政融资影响需求与资源分配。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0560",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 130,
        "matched": "monetary policy",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L130",
        "kind": "文档"
      }
    },
    {
      "term": "加息／降息／降准",
      "english": "Rate hike, Rate cut, RRR cut",
      "explanation": "加降息调整政策利率等融资价格；降准降低存款准备金要求，作用机制不同，不能都直接等同于股市必涨。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0561",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 64,
        "matched": "Rate-cut",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L64",
        "kind": "文档"
      }
    },
    {
      "term": "鹰派／鸽派",
      "english": "Hawkish, Dovish",
      "explanation": "通常形容政策更强调抑制通胀、偏紧，或更强调支持增长就业、偏松的倾向。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0562",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 113,
        "matched": "dovish",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L113",
        "kind": "文档"
      }
    },
    {
      "term": "量化宽松／量化紧缩",
      "english": "QE, QT",
      "explanation": "央行通过买入或减少持有资产等改变资产负债表和金融条件，不仅仅是调整短期利率。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0563",
      "source": null
    },
    {
      "term": "公开市场操作／逆回购",
      "english": "OMO, Reverse repo",
      "explanation": "央行在公开市场买卖或以回购等方式投放回笼资金；“逆回购”描述方向时要看站在谁的角度。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0564",
      "source": {
        "path": "agent/src/skills/macro-analysis/SKILL.md",
        "line": 102,
        "matched": "OMO",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/macro-analysis/SKILL.md#L102",
        "kind": "文档"
      }
    },
    {
      "term": "LPR／MLF／PSL",
      "english": "Loan prime rate, Medium-term lending facility, Pledged supplementary lending",
      "explanation": "分别是贷款市场报价利率、中期借贷便利和抵押补充贷款等政策工具，期限与作用对象不同。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0565",
      "source": {
        "path": "agent/src/skills/macro-analysis/SKILL.md",
        "line": 38,
        "matched": "LPR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/macro-analysis/SKILL.md#L38",
        "kind": "文档"
      }
    },
    {
      "term": "DR007",
      "english": "7-day depository-institution repo rate",
      "explanation": "存款类机构以利率债作质押的七天回购资金利率指标，用于观察银行体系短期资金价格。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0566",
      "source": {
        "path": "agent/src/skills/macro-analysis/SKILL.md",
        "line": 39,
        "matched": "DR007",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/macro-analysis/SKILL.md#L39",
        "kind": "文档"
      }
    },
    {
      "term": "M1／M2／社融",
      "english": "Money supply, Total social financing",
      "explanation": "货币供应量不同层次与实体经济获得金融支持的统计口径。定义会调整，不能直接把增长额视为可立即买股票的钱。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0567",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 114,
        "matched": "社融",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L114",
        "kind": "文档"
      }
    },
    {
      "term": "联邦基金利率／点阵图／经济预测摘要",
      "english": "FFR, Dot plot, SEP",
      "explanation": "美国政策利率相关指标，以及政策制定者对利率与经济的预测展示；点阵图不是央行的确定承诺。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0568",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 24,
        "matched": "FFR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "非农就业／失业率",
      "english": "Nonfarm payrolls, Unemployment rate",
      "explanation": "美国常用劳动力市场指标，分别关注岗位变化与劳动力中失业者比例，来自不同统计口径。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0569",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 24,
        "matched": "nonfarm payrolls",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "前瞻指引／收益率曲线控制",
      "english": "Forward guidance, YCC",
      "explanation": "前者通过说明未来政策意向影响预期；后者尝试把特定期限收益率维持在目标附近。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0570",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 26,
        "matched": "YCC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L26",
        "kind": "文档"
      }
    },
    {
      "term": "收益率曲线／期限利差／倒挂",
      "english": "Yield curve, Term spread, Inversion",
      "explanation": "收益率曲线比较不同期限利率；长端减短端是期限利差；短端高于长端称倒挂，可能反映政策和预期等多种因素。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0571",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 17,
        "matched": "yield curve",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L17",
        "kind": "文档"
      }
    },
    {
      "term": "美林投资时钟",
      "english": "Merrill Lynch investment clock",
      "explanation": "按增长与通胀的升降把环境分为复苏、过热、滞胀、衰退等状态，再讨论资产表现，是经验配置框架。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0572",
      "source": null
    },
    {
      "term": "购买力平价",
      "english": "PPP, Purchasing power parity",
      "explanation": "长期比较同一篮子商品在不同货币下的价格，作为汇率相对价值参考，短期偏离可能很大。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0573",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 39,
        "matched": "Purchasing Power Parity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L39",
        "kind": "文档"
      }
    },
    {
      "term": "有抛补／无抛补利率平价",
      "english": "CIP, UIP",
      "explanation": "CIP 把即期、远期汇率和两国利率联系起来并包含汇率对冲；UIP 用预期未来即期汇率，现实检验更不稳定。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0574",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 40,
        "matched": "UIP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L40",
        "kind": "文档"
      }
    },
    {
      "term": "均衡汇率模型",
      "english": "BEER, Behavioural equilibrium exchange rate",
      "explanation": "用生产率、贸易条件、资本流动等解释长期汇率水平，输出依赖选取的变量与历史关系。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0575",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 41,
        "matched": "BEER",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L41",
        "kind": "文档"
      }
    },
    {
      "term": "汇率升贬值／远期升贴水",
      "english": "Appreciation, Depreciation, Forward premium/discount",
      "explanation": "升贬值表示货币相对购买另一货币变强或变弱；远期升贴水是远期与即期报价差，不是保证未来汇率按该方向走。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0576",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 40,
        "matched": "forward premium/discount",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L40",
        "kind": "文档"
      }
    },
    {
      "term": "美元指数／美元周期",
      "english": "DXY, Dollar cycle",
      "explanation": "美元指数衡量美元相对一篮子货币的变化；美元周期描述美元和全球融资条件的阶段性变化。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0577",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 58,
        "matched": "DXY",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L58",
        "kind": "文档"
      }
    },
    {
      "term": "风险偏好／避险",
      "english": "Risk-on, Risk-off, Safe haven",
      "explanation": "参与者更愿意承担风险，或转向流动性和安全性更高资产的状态。传统避险资产也不保证每次危机都上涨。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0578",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 42,
        "matched": "risk_on",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L42",
        "kind": "文档"
      }
    },
    {
      "term": "地缘政治风险／风险溢价",
      "english": "Geopolitical risk, Risk premium",
      "explanation": "战争、制裁、贸易冲突等引起的不确定性，以及市场为承担这种风险要求的额外回报。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0579",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 3,
        "matched": "geopolitical risk",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "北向资金／南向资金／互联互通",
      "english": "Northbound, Southbound, Stock Connect",
      "explanation": "分别指经互联互通渠道进入内地股票、进入香港股票的交易资金。能获取哪些实时或历史字段，需看当前披露制度。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0580",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 73,
        "matched": "Northbound",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L73",
        "kind": "文档"
      }
    },
    {
      "term": "跨境净买入／ETF 资金流",
      "english": "Cross-border net buying, ETF flow",
      "explanation": "前者是特定渠道买卖金额差；后者通常由份额申赎变化等估计，不能把 ETF 二级市场成交额直接当成资金净流入。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0581",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 2,
        "matched": "etf-flow",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "国际收支／资本流动",
      "english": "Balance of payments, Capital flows",
      "explanation": "记录经济体与外部发生的商品服务、收入及金融交易，有助于观察外汇供求与跨境融资变化。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0582",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 10,
        "matched": "capital flows",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L10",
        "kind": "文档"
      }
    },
    {
      "term": "GPR／地缘政治风险指数",
      "english": "Geopolitical risk index, GPRT, GPRA",
      "explanation": "以新闻文本等构建地缘风险指标；GPRT 与 GPRA 分别侧重威胁和已发生行动。指标上涨不必然对应固定幅度的黄金收益。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0583",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 51,
        "matched": "GPR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L51",
        "kind": "文档"
      }
    },
    {
      "term": "TIPS／通胀保值债券",
      "english": "Treasury inflation-protected securities",
      "explanation": "美国本金等按规则随通胀调整的国债，市场收益率常作为实际利率代理，仍受利率和流动性影响。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0584",
      "source": {
        "path": "agent/src/skills/us-etf-flow/SKILL.md",
        "line": 87,
        "matched": "TIPS",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/us-etf-flow/SKILL.md#L87",
        "kind": "文档"
      }
    },
    {
      "term": "盈亏平衡通胀率",
      "english": "Breakeven inflation",
      "explanation": "通常用相近期限普通国债与通胀保值债收益率之差估计，除通胀预期外还可能含风险与流动性溢价。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0585",
      "source": null
    },
    {
      "term": "OPEC／EIA／LME／SHFE",
      "english": "Commodity institutions and markets",
      "explanation": "分别是石油输出国组织、美国能源信息署、伦敦金属交易所和上海期货交易所，是项目商品研究常见信息或价格来源。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0586",
      "source": {
        "path": "agent/src/skills/commodity-analysis/SKILL.md",
        "line": 20,
        "matched": "OPEC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/commodity-analysis/SKILL.md#L20",
        "kind": "文档"
      }
    },
    {
      "term": "WTI／Brent／LNG／TTF",
      "english": "West Texas Intermediate, Brent, Liquefied natural gas, TTF",
      "explanation": "WTI 与 Brent 是常见原油基准，LNG 是液化天然气，TTF 是欧洲天然气交易基准之一；不能把各地区商品价直接当完全同一资产。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0587",
      "source": {
        "path": "agent/src/skills/geopolitical-risk/SKILL.md",
        "line": 47,
        "matched": "LNG",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/geopolitical-risk/SKILL.md#L47",
        "kind": "文档"
      }
    },
    {
      "term": "BDI／运价指数",
      "english": "Baltic dry index, Freight index",
      "explanation": "反映特定干散货航线运价变化的指标，受需求、船舶供给和航线扰动共同影响。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0588",
      "source": {
        "path": "agent/src/skills/geopolitical-risk/SKILL.md",
        "line": 125,
        "matched": "Baltic Dry Index",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/geopolitical-risk/SKILL.md#L125",
        "kind": "文档"
      }
    },
    {
      "term": "美联储／人行／欧央行／日央行",
      "english": "Fed, PBOC, ECB, BOJ",
      "explanation": "分别是美国、中国、欧元区和日本的中央银行机构简称，项目用它们的政策与数据研究金融条件。",
      "category": "宏观经济、政策与跨境资金",
      "id": "t0589",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 24,
        "matched": "Fed",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "面值／票面利率／付息频率",
      "english": "Face value, Par, Coupon rate, Frequency",
      "explanation": "面值是约定本金单位；票面利率决定约定利息；付息频率是一年支付几次。买入价格可以高于或低于面值。",
      "category": "债券、利率与信用分析",
      "id": "t0590",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 62,
        "matched": "面值",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L62",
        "kind": "文档"
      }
    },
    {
      "term": "到期日／剩余期限",
      "english": "Maturity date, Time to maturity",
      "explanation": "合约按约定完成最终偿付或到期结算的日子，以及距离它还有多久。",
      "category": "债券、利率与信用分析",
      "id": "t0591",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 87,
        "matched": "到期日",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L87",
        "kind": "文档"
      }
    },
    {
      "term": "零息债／浮息债",
      "english": "Zero-coupon bond, Floating-rate bond",
      "explanation": "零息债通常不定期付息、以折价发行并到期还本；浮息债的票息随某个参考利率按规则重设。",
      "category": "债券、利率与信用分析",
      "id": "t0592",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 87,
        "matched": "零息债",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L87",
        "kind": "文档"
      }
    },
    {
      "term": "净价／全价／应计利息",
      "english": "Clean price, Dirty price, Accrued interest",
      "explanation": "净价不含本付息周期已积累的利息；全价等于净价加应计利息，常更接近实际结算金额。",
      "category": "债券、利率与信用分析",
      "id": "t0593",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 242,
        "matched": "净价",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L242",
        "kind": "文档"
      }
    },
    {
      "term": "日计数规则",
      "english": "Day-count convention",
      "explanation": "规定利息期间按实际天数、每月 30 天或其他方式折算成年数，相同票息在不同规则下应计金额可能不同。",
      "category": "债券、利率与信用分析",
      "id": "t0594",
      "source": {
        "path": "agent/src/quantlib/fixedincome.py",
        "line": 68,
        "matched": "day-count convention",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fixedincome.py#L68",
        "kind": "源码"
      }
    },
    {
      "term": "单利／复利／连续复利",
      "english": "Simple, Discrete compounding, Continuous compounding",
      "explanation": "单利只按本金计息；复利让利息继续生息；连续复利是计息频率无限加密的数学形式。",
      "category": "债券、利率与信用分析",
      "id": "t0595",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 241,
        "matched": "复利",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L241",
        "kind": "文档"
      }
    },
    {
      "term": "当期收益率",
      "english": "Current yield",
      "explanation": "一年票息除当前债券价格，只看利息部分，不包括买卖价差、到期还本损益和再投资效果。",
      "category": "债券、利率与信用分析",
      "id": "t0596",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 214,
        "matched": "当期收益率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L214",
        "kind": "文档"
      }
    },
    {
      "term": "到期收益率",
      "english": "YTM, Yield to maturity",
      "explanation": "使承诺的未来本息现值等于当前价格的折现率。实际持有收益还受违约、再投资和交易成本影响。",
      "category": "债券、利率与信用分析",
      "id": "t0597",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 12,
        "matched": "YTM",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L12",
        "kind": "文档"
      },
      "reference": {
        "title": "FINRA：债券收益率与回报",
        "url": "https://www.finra.org/investors/insights/bond-yield-return"
      }
    },
    {
      "term": "赎回收益率／最差收益率",
      "english": "YTC, YTW",
      "explanation": "分别按可能被提前赎回的日期计算收益率，以及在约定候选情景中取较低的收益率。“最差”通常不包含违约导致的全部极端损失。",
      "category": "债券、利率与信用分析",
      "id": "t0598",
      "source": null
    },
    {
      "term": "溢价债／折价债",
      "english": "Premium bond, Discount bond",
      "explanation": "市场价格高于或低于面值的债券。票息高不代表买入后的到期收益率也高。",
      "category": "债券、利率与信用分析",
      "id": "t0599",
      "source": null
    },
    {
      "term": "即期利率／远期利率／折现因子",
      "english": "Spot rate, Forward rate, Discount factor",
      "explanation": "即期利率对应现在到某期限；远期利率对应未来两个时点之间；折现因子表示届时一元钱今天值多少。",
      "category": "债券、利率与信用分析",
      "id": "t0600",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 174,
        "matched": "即期利率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L174",
        "kind": "文档"
      }
    },
    {
      "term": "Nelson–Siegel／Svensson 曲线",
      "english": "Nelson-Siegel, Svensson",
      "explanation": "用少量参数拟合收益率曲线的水平、斜率和弯曲程度，便于插值与分析。",
      "category": "债券、利率与信用分析",
      "id": "t0601",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 573,
        "matched": "Nelson-Siegel",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L573",
        "kind": "文档"
      }
    },
    {
      "term": "久期／麦考利久期",
      "english": "Duration, Macaulay duration",
      "explanation": "麦考利久期按各笔现金流现值权重计算平均回收时间，是理解利率敏感性的基础，不等于最后到期时间。",
      "category": "债券、利率与信用分析",
      "id": "t0602",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 12,
        "matched": "久期",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L12",
        "kind": "文档"
      }
    },
    {
      "term": "修正久期",
      "english": "Modified duration",
      "explanation": "近似衡量收益率小幅上升时债价下降比例。修正久期为 5，收益率升 1 个百分点时，债价约跌 5%，忽略凸性。",
      "category": "债券、利率与信用分析",
      "id": "t0603",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 216,
        "matched": "修正久期",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L216",
        "kind": "文档"
      },
      "reference": {
        "title": "FINRA：久期与利率变动",
        "url": "https://syndication.finra.org/content/duration-what-interest-rate-hike-could-do-your-bond-portfolio"
      }
    },
    {
      "term": "有效久期",
      "english": "Effective duration",
      "explanation": "通过上下移动利率重新估值来测敏感性，适合现金流会随利率改变的债券，例如可赎回债。",
      "category": "债券、利率与信用分析",
      "id": "t0604",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 365,
        "matched": "Effective Duration",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L365",
        "kind": "文档"
      }
    },
    {
      "term": "金额久期／DV01",
      "english": "Dollar duration, Dollar value of 01",
      "explanation": "金额久期把价格敏感性换成钱；DV01 表示收益率变动 1 个基点带来的价值变化，正负号及持仓面值要写清。",
      "category": "债券、利率与信用分析",
      "id": "t0605",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 16,
        "matched": "DV01",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L16",
        "kind": "文档"
      }
    },
    {
      "term": "关键利率久期",
      "english": "KRD, Key rate duration",
      "explanation": "分别衡量曲线上不同期限利率变化的影响，比假定整条曲线一起平移更细。",
      "category": "债券、利率与信用分析",
      "id": "t0606",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 16,
        "matched": "关键利率久期",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L16",
        "kind": "文档"
      }
    },
    {
      "term": "凸性",
      "english": "Convexity",
      "explanation": "描述债价与收益率关系的弯曲程度，用于修正久期的线性近似；含权债券有时会出现负凸性。",
      "category": "债券、利率与信用分析",
      "id": "t0607",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 12,
        "matched": "凸性",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L12",
        "kind": "文档"
      }
    },
    {
      "term": "利率免疫",
      "english": "Immunization",
      "explanation": "通过资产负债现金流、久期等匹配，减少利率变化对特定偿付目标的影响，仍需再平衡和条件检查。",
      "category": "债券、利率与信用分析",
      "id": "t0608",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 434,
        "matched": "Immunization",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L434",
        "kind": "文档"
      }
    },
    {
      "term": "信用评级／主体评级／债项评级",
      "english": "Credit rating, Issuer rating, Issue rating",
      "explanation": "评级机构对信用风险的意见；主体评级看整体还款能力，债项评级还看具体担保、顺序和条款。不是偿付保证。",
      "category": "债券、利率与信用分析",
      "id": "t0609",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 13,
        "matched": "信用评级",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L13",
        "kind": "文档"
      }
    },
    {
      "term": "投资级／高收益债",
      "english": "Investment grade, High yield, IG, HY",
      "explanation": "按特定评级体系区分信用质量；高收益债通常风险更高。不同国家评级分布不能只按字母机械比较。",
      "category": "债券、利率与信用分析",
      "id": "t0610",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 41,
        "matched": "投资级",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L41",
        "kind": "文档"
      }
    },
    {
      "term": "信用利差",
      "english": "Credit spread",
      "explanation": "债券收益率相对可比基准的差额，可能包含违约、流动性、税和其他溢价，不全是违约概率。",
      "category": "债券、利率与信用分析",
      "id": "t0611",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 14,
        "matched": "信用利差",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L14",
        "kind": "文档"
      }
    },
    {
      "term": "利差走阔／收窄",
      "english": "Spread widening, Tightening",
      "explanation": "相对基准要求的额外收益增加或减少。在其他条件不变时，利差走阔通常使信用债价格下跌。",
      "category": "债券、利率与信用分析",
      "id": "t0612",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 478,
        "matched": "收窄",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L478",
        "kind": "文档"
      }
    },
    {
      "term": "利差久期／CS01",
      "english": "Spread duration, Credit spread DV01",
      "explanation": "衡量信用利差变化对价格的敏感性；CS01 常指利差变动一个基点的价值影响。",
      "category": "债券、利率与信用分析",
      "id": "t0613",
      "source": {
        "path": "agent/src/quantlib/credit.py",
        "line": 41,
        "matched": "credit_spread_dv01",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/credit.py#L41",
        "kind": "源码"
      }
    },
    {
      "term": "违约／交叉违约／加速到期",
      "english": "Default, Cross-default, Acceleration",
      "explanation": "违约是不满足合同义务；交叉违约使一处违约触发其他债务条款；加速到期要求债务提前偿还。",
      "category": "债券、利率与信用分析",
      "id": "t0614",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 3,
        "matched": "违约",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "契约条款／优先级／抵押",
      "english": "Covenant, Seniority, Collateral",
      "explanation": "分别规定借款人的约束、出问题时谁先获偿，以及哪些资产为债务提供担保。",
      "category": "债券、利率与信用分析",
      "id": "t0615",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 30,
        "matched": "抵押",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L30",
        "kind": "文档"
      }
    },
    {
      "term": "回收率／违约损失率",
      "english": "Recovery rate, LGD",
      "explanation": "违约后能收回的比例，以及收不回的比例。回收率 40% 时，简化 LGD 为 60%。",
      "category": "债券、利率与信用分析",
      "id": "t0616",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 853,
        "matched": "回收率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L853",
        "kind": "文档"
      }
    },
    {
      "term": "违约概率／风险暴露／预期信用损失",
      "english": "PD, EAD, Expected loss",
      "explanation": "PD 是违约可能性，EAD 是违约时欠款敞口；简单预期损失约为 PD×LGD×EAD，不能代表最坏损失。",
      "category": "债券、利率与信用分析",
      "id": "t0617",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 13,
        "matched": "违约概率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L13",
        "kind": "文档"
      }
    },
    {
      "term": "违约强度／存活概率",
      "english": "Hazard rate, Survival probability",
      "explanation": "违约强度描述尚未违约条件下瞬时违约速率；存活概率是某日期前仍未违约的概率。",
      "category": "债券、利率与信用分析",
      "id": "t0618",
      "source": {
        "path": "agent/src/quantlib/credit.py",
        "line": 36,
        "matched": "hazard_rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/credit.py#L36",
        "kind": "源码"
      }
    },
    {
      "term": "信用违约互换",
      "english": "CDS, Credit default swap",
      "explanation": "保护买方持续支付费用，在发生合同规定信用事件时获得相应补偿，涉及参考实体及交易对手两方面风险。",
      "category": "债券、利率与信用分析",
      "id": "t0619",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 453,
        "matched": "CDS",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L453",
        "kind": "文档"
      }
    },
    {
      "term": "Altman Z-score",
      "english": "Altman Z, Z-prime, Z-double-prime",
      "explanation": "组合多项财务比率评估财务困境风险的评分模型；上市制造业、私企等使用不同版本，不是通用破产概率。",
      "category": "债券、利率与信用分析",
      "id": "t0620",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 49,
        "matched": "Altman Z-Score",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L49",
        "kind": "文档"
      }
    },
    {
      "term": "Merton 信用模型",
      "english": "Merton structural model",
      "explanation": "把公司资产价值与债务门槛比较，并用期权思想从股权推估信用风险，依赖资产过程和债务简化假设。",
      "category": "债券、利率与信用分析",
      "id": "t0621",
      "source": {
        "path": "agent/src/quantlib/credit.py",
        "line": 221,
        "matched": "Merton structural model",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/credit.py#L221",
        "kind": "源码"
      }
    },
    {
      "term": "违约距离",
      "english": "DD, Distance to default",
      "explanation": "公司资产相对违约门槛还隔着多少波动单位，越近通常越危险，但并非直接的时间倒计时。",
      "category": "债券、利率与信用分析",
      "id": "t0622",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 103,
        "matched": "违约距离",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L103",
        "kind": "文档"
      }
    },
    {
      "term": "KMV／预期违约频率",
      "english": "KMV, EDF",
      "explanation": "结合结构模型的违约距离和历史违约映射估计风险。项目的参考区间或正态近似不等于商业 KMV 的完整校准 EDF。",
      "category": "债券、利率与信用分析",
      "id": "t0623",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 119,
        "matched": "KMV",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L119",
        "kind": "文档"
      }
    },
    {
      "term": "Vasicek 信用组合模型",
      "english": "Vasicek credit portfolio model",
      "explanation": "用共同经济因素与个体因素描述大量借款人的相关违约，估计组合极端损失，依赖组合分散等假设。",
      "category": "债券、利率与信用分析",
      "id": "t0624",
      "source": null
    },
    {
      "term": "资产证券化／ABS／MBS／ABN",
      "english": "Securitization, Asset-backed security, Mortgage-backed security, Asset-backed note",
      "explanation": "把贷款、应收款等资产现金流打包形成证券；MBS 以住房或商业抵押贷款等为基础，ABN 是一类资产支持票据。",
      "category": "债券、利率与信用分析",
      "id": "t0625",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 15,
        "matched": "ABS",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L15",
        "kind": "文档"
      }
    },
    {
      "term": "特殊目的载体／分层／增信",
      "english": "SPV, Tranche, Credit enhancement",
      "explanation": "把资产放入专门结构并分优先、次级等偿付层次，再用担保、超额抵押等安排吸收风险；结构不能凭空消除底层损失。",
      "category": "债券、利率与信用分析",
      "id": "t0626",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 192,
        "matched": "分层",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L192",
        "kind": "文档"
      }
    },
    {
      "term": "提前偿还／再投资风险",
      "english": "Prepayment, Reinvestment risk",
      "explanation": "借款人提前还钱会改变现金流；投资者收回的钱可能只能以更低利率再投，两者影响债券实际回报。",
      "category": "债券、利率与信用分析",
      "id": "t0627",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 292,
        "matched": "Prepayment",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L292",
        "kind": "文档"
      }
    },
    {
      "term": "城投债／地方融资平台",
      "english": "LGFV bond, Local government financing vehicle",
      "explanation": "由地方相关融资平台发行的债务。市场可能预期政府支持，但不应把预期当成无条件法律担保。",
      "category": "债券、利率与信用分析",
      "id": "t0628",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 3,
        "matched": "城投债",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "政策性银行债／地方政府债",
      "english": "Policy-bank bond, Local government bond",
      "explanation": "分别由政策性银行、地方政府等主体发行，发行主体、偿付安排和适用规则不同。",
      "category": "债券、利率与信用分析",
      "id": "t0629",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 761,
        "matched": "地方政府债",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L761",
        "kind": "文档"
      }
    },
    {
      "term": "同业存单／短融／超短融／中票",
      "english": "NCD, CP, SCP, MTN",
      "explanation": "银行或非金融企业不同期限和规则下的债务融资工具，名称本身不保证信用风险很低。",
      "category": "债券、利率与信用分析",
      "id": "t0630",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 763,
        "matched": "同业存单",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L763",
        "kind": "文档"
      }
    },
    {
      "term": "银行间市场／券款对付",
      "english": "Interbank market, DVP",
      "explanation": "银行间市场是机构债券等交易的重要场所；DVP 是证券交付与资金支付相互绑定的交收安排。",
      "category": "债券、利率与信用分析",
      "id": "t0631",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 744,
        "matched": "银行间市场",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L744",
        "kind": "文档"
      }
    },
    {
      "term": "可转债",
      "english": "Convertible bond",
      "explanation": "满足条件时可转换成发行人股票的债券，兼具债务与股权选择权特征，也承担信用和条款风险。",
      "category": "债券、利率与信用分析",
      "id": "t0632",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 3,
        "matched": "可转债",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "转股价／转股比例／转股价值",
      "english": "Conversion price, Conversion ratio, Conversion value",
      "explanation": "转股价决定面值能换多少股；比例是可换股数；转股价值是这些股票按当前价格值多少钱。",
      "category": "债券、利率与信用分析",
      "id": "t0633",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 272,
        "matched": "转股价",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L272",
        "kind": "文档"
      }
    },
    {
      "term": "转股溢价率",
      "english": "Conversion premium",
      "explanation": "可转债价格相对转股价值贵多少。例如债价 120、转股价值 100，溢价率是 20%。",
      "category": "债券、利率与信用分析",
      "id": "t0634",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 271,
        "matched": "转股溢价率",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L271",
        "kind": "文档"
      }
    },
    {
      "term": "纯债价值／债底",
      "english": "Bond floor",
      "explanation": "忽略转股权、按信用和利率估计的债券价值参考。信用恶化时债底也会下降，不是交易所保证的最低价格。",
      "category": "债券、利率与信用分析",
      "id": "t0635",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 263,
        "matched": "纯债价值",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L263",
        "kind": "文档"
      }
    },
    {
      "term": "转股价下修",
      "english": "Downward conversion-price reset",
      "explanation": "满足条款和程序时降低转股价格，让同样面值能换更多股票；是否发生及幅度取决于规则与决策。",
      "category": "债券、利率与信用分析",
      "id": "t0636",
      "source": null
    },
    {
      "term": "强赎／回售",
      "english": "Issuer call, Investor put",
      "explanation": "强赎是发行人按条款提前赎回；回售是持有人按条款要求发行人买回。市场价格高于赎回价时尤其要关注时点。",
      "category": "债券、利率与信用分析",
      "id": "t0637",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 276,
        "matched": "强赎",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L276",
        "kind": "文档"
      }
    },
    {
      "term": "双低转债",
      "english": "Double-low convertible strategy",
      "explanation": "同时偏好债券价格较低、转股溢价较低的可转债，具体综合得分各策略不同，仍需过滤信用和强赎风险。",
      "category": "债券、利率与信用分析",
      "id": "t0638",
      "source": null
    },
    {
      "term": "合约乘数",
      "english": "Contract multiplier",
      "explanation": "把报价变化换成每份合约盈亏的系数。价格变动 1 点，乘数为 300 元/点，则每份盈亏变动 300 元。",
      "category": "期货、商品与衍生品结构",
      "id": "t0639",
      "source": {
        "path": "agent/src/skills/hedging-strategy/SKILL.md",
        "line": 37,
        "matched": "Contract Multiplier",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hedging-strategy/SKILL.md#L37",
        "kind": "文档"
      }
    },
    {
      "term": "主力合约／连续合约",
      "english": "Front/most-active contract, Continuous futures",
      "explanation": "主力通常是较活跃的具体合约；连续合约把多个到期月份历史拼接，拼接价差不一定是可交易收益。",
      "category": "期货、商品与衍生品结构",
      "id": "t0640",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 145,
        "matched": "主力合约",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L145",
        "kind": "文档"
      }
    },
    {
      "term": "近月／远月／换月",
      "english": "Near month, Deferred month, Roll",
      "explanation": "按到期远近区分合约；换月是退出将到期合约、进入更远期合约以继续维持敞口。",
      "category": "期货、商品与衍生品结构",
      "id": "t0641",
      "source": {
        "path": "agent/src/skills/hedging-strategy/SKILL.md",
        "line": 183,
        "matched": "Roll",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hedging-strategy/SKILL.md#L183",
        "kind": "文档"
      }
    },
    {
      "term": "基差",
      "english": "Basis",
      "explanation": "期货与现货之间的价格差。商品传统常用现货减期货，加密接口常用期货减现货，先确认正负定义再判断升贴水。",
      "category": "期货、商品与衍生品结构",
      "id": "t0642",
      "source": {
        "path": "agent/src/skills/hedging-strategy/SKILL.md",
        "line": 44,
        "matched": "basis",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hedging-strategy/SKILL.md#L44",
        "kind": "文档"
      },
      "reference": {
        "title": "CME：商品基差",
        "url": "https://www.cmegroup.com/education/courses/introduction-to-grains-and-oilseeds/learn-about-basis-grains"
      }
    },
    {
      "term": "期货升水／贴水",
      "english": "Futures premium, Futures discount",
      "explanation": "期货价格高于或低于对应现货价格的描述，还需考虑融资、库存、分红及剩余期限。",
      "category": "期货、商品与衍生品结构",
      "id": "t0643",
      "source": {
        "path": "agent/src/skills/commodity-analysis/SKILL.md",
        "line": 3,
        "matched": "futures premium",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/commodity-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "正向市场／反向市场",
      "english": "Contango, Backwardation",
      "explanation": "通常指远期曲线远月更贵或近月更贵的结构，也常用于期现比较。它不是对未来现货涨跌的确定预测。",
      "category": "期货、商品与衍生品结构",
      "id": "t0644",
      "source": {
        "path": "agent/src/skills/commodity-analysis/SKILL.md",
        "line": 104,
        "matched": "Contango",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/commodity-analysis/SKILL.md#L104",
        "kind": "文档"
      },
      "reference": {
        "title": "CME：Contango 与 Backwardation",
        "url": "https://www.cmegroup.com/education/courses/introduction-to-ferrous-metals/what-is-contango-and-backwardation"
      }
    },
    {
      "term": "展期收益／展期成本",
      "english": "Roll yield, Roll cost",
      "explanation": "持有连续期货敞口时，合约曲线与到期收敛产生的收益或损耗，不能只看换月当下两张报价差就断言立即赚亏。",
      "category": "期货、商品与衍生品结构",
      "id": "t0645",
      "source": {
        "path": "agent/src/skills/hedging-strategy/SKILL.md",
        "line": 183,
        "matched": "Roll cost",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hedging-strategy/SKILL.md#L183",
        "kind": "文档"
      }
    },
    {
      "term": "持有成本／便利收益",
      "english": "Cost of carry, Convenience yield",
      "explanation": "融资仓储等构成持有现货的成本；实物在手能应对生产或短缺的好处称便利收益，共同影响期货定价。",
      "category": "期货、商品与衍生品结构",
      "id": "t0646",
      "source": {
        "path": "agent/src/skills/perp-funding-basis/SKILL.md",
        "line": 74,
        "matched": "cost-of-carry",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/perp-funding-basis/SKILL.md#L74",
        "kind": "文档"
      }
    },
    {
      "term": "跨期套利／跨品种套利",
      "english": "Calendar spread, Inter-commodity spread",
      "explanation": "分别交易同一品种不同到期合约的价差，或相关商品之间的价格关系，仍有结构变化与执行风险。",
      "category": "期货、商品与衍生品结构",
      "id": "t0647",
      "source": {
        "path": "agent/src/skills/crypto-derivatives/SKILL.md",
        "line": 111,
        "matched": "Calendar Spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/crypto-derivatives/SKILL.md#L111",
        "kind": "文档"
      }
    },
    {
      "term": "期现套利",
      "english": "Cash-and-carry, Reverse cash-and-carry",
      "explanation": "同时交易现货和期货，尝试锁定价格关系减去融资仓储等成本后的收益，做空和交割条件可能限制执行。",
      "category": "期货、商品与衍生品结构",
      "id": "t0648",
      "source": {
        "path": "agent/src/skills/crypto-derivatives/SKILL.md",
        "line": 110,
        "matched": "Cash-and-Carry",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/crypto-derivatives/SKILL.md#L110",
        "kind": "文档"
      }
    },
    {
      "term": "库存周期／供需平衡表",
      "english": "Inventory cycle, Supply-demand balance",
      "explanation": "观察生产、消费、进出口和库存变化，判断商品是供给紧张还是库存累积。",
      "category": "期货、商品与衍生品结构",
      "id": "t0649",
      "source": {
        "path": "agent/src/skills/commodity-analysis/SKILL.md",
        "line": 3,
        "matched": "supply-demand balance",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/commodity-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "库存消费比",
      "english": "Stocks-to-use ratio",
      "explanation": "库存相对一定时期消费量的比例，可粗略表示库存能覆盖多久的需求，常用于农产品等分析。",
      "category": "期货、商品与衍生品结构",
      "id": "t0650",
      "source": null
    },
    {
      "term": "裂解价差／冶炼加工费",
      "english": "Crack spread, Treatment/refining charge, TC/RC",
      "explanation": "裂解价差比较成品油与原油价格；加工费体现矿石加工成金属环节的报酬，是不同产业链利润代理。",
      "category": "期货、商品与衍生品结构",
      "id": "t0651",
      "source": {
        "path": "agent/src/skills/commodity-analysis/SKILL.md",
        "line": 76,
        "matched": "TC/RC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/commodity-analysis/SKILL.md#L76",
        "kind": "文档"
      }
    },
    {
      "term": "期限结构",
      "english": "Term structure",
      "explanation": "同一类指标随期限的排列关系，可以指利率、期货价或期权波动率，使用时要说明对象。",
      "category": "期货、商品与衍生品结构",
      "id": "t0652",
      "source": {
        "path": "agent/src/skills/commodity-analysis/SKILL.md",
        "line": 114,
        "matched": "Term-structure",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/commodity-analysis/SKILL.md#L114",
        "kind": "文档"
      }
    },
    {
      "term": "看涨期权／看跌期权",
      "english": "Call, Put",
      "explanation": "看涨期权让买方按约定价买入标的；看跌期权让买方按约定价卖出。买 put 与卖 call 都可能偏空，但风险结构完全不同。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0653",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 83,
        "matched": "看涨期权",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L83",
        "kind": "文档"
      }
    },
    {
      "term": "期权买方／卖方",
      "english": "Long option, Short option, Writer",
      "explanation": "买方支付权利金获得权利；卖方收取权利金承担义务。卖方不是只要等到期就能稳收租。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0654",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 51,
        "matched": "Short-option",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L51",
        "kind": "文档"
      }
    },
    {
      "term": "权利金",
      "english": "Option premium",
      "explanation": "购买期权支付的价格。报价可能按一股或一点表示，实际金额还要乘合约乘数和份数。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0655",
      "source": {
        "path": "agent/src/skills/hedging-strategy/SKILL.md",
        "line": 54,
        "matched": "option premium",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/hedging-strategy/SKILL.md#L54",
        "kind": "文档"
      }
    },
    {
      "term": "行权价／行权",
      "english": "Strike price, Exercise",
      "explanation": "行权价是合同约定买卖标的的价格；行权是买方按条款使用这一权利，不是把期权卖给别人。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0656",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 112,
        "matched": "exercise",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L112",
        "kind": "文档"
      }
    },
    {
      "term": "指派／提前行权",
      "english": "Assignment, Early exercise",
      "explanation": "卖方被要求履约称指派；到期前行使权利称提前行权。卖方无法假定对方一定等到最后一天。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0657",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 719,
        "matched": "assignment",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L719",
        "kind": "文档"
      }
    },
    {
      "term": "欧式／美式期权",
      "english": "European option, American option",
      "explanation": "欧式通常只能到期行权，美式可在允许期间内提前行权。名称表示行权规则，不是交易地点。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0658",
      "source": {
        "path": "agent/src/quantlib/options.py",
        "line": 225,
        "matched": "European option",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/options.py#L225",
        "kind": "源码"
      }
    },
    {
      "term": "实值／平值／虚值",
      "english": "ITM, ATM, OTM",
      "explanation": "按立即行权是否有内在收益划分。看涨期权标的高于行权价为实值，看跌相反；平值是在行权价附近。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0659",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 54,
        "matched": "ATM",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L54",
        "kind": "文档"
      }
    },
    {
      "term": "内在价值／时间价值",
      "english": "Intrinsic value, Time value",
      "explanation": "内在价值是立即行权的非负收益；期权价格超过该参考的部分通常称时间价值。含分红、利率和欧式限制时需注意细节。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0660",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 236,
        "matched": "time value",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L236",
        "kind": "文档"
      }
    },
    {
      "term": "到期损益／盈亏平衡点",
      "english": "Expiry payoff, Expiry PnL, Break-even",
      "explanation": "payoff 常指合同到期支付，PnL 还要扣买入成本或加卖出收入；盈亏平衡点是合计盈亏为零的标的价。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0661",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 213,
        "matched": "Expiry Payoff",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L213",
        "kind": "文档"
      }
    },
    {
      "term": "隐含波动率／历史波动率",
      "english": "IV, Implied volatility, HV, Realized volatility",
      "explanation": "IV 是把当前期权价格反推到模型的波动参数；历史或实现波动是已经发生的价格波动。IV 不是模型对未来的保证。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0662",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 14,
        "matched": "Implied volatility",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L14",
        "kind": "文档"
      }
    },
    {
      "term": "波动率风险溢价",
      "english": "VRP, Volatility risk premium",
      "explanation": "隐含与随后实现波动相关的定价差异，常与市场愿为尾部保护支付的费用有关，不能直接无风险赚取。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0663",
      "source": null
    },
    {
      "term": "波动率微笑／偏斜",
      "english": "Volatility smile, Skew",
      "explanation": "同到期但不同行权价的 IV 不一样；两边高呈微笑，一侧更高呈偏斜。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0664",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 3,
        "matched": "skew",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "波动率曲面",
      "english": "Volatility surface",
      "explanation": "同时按行权价和到期时间排列 IV，像一张起伏曲面，用于定价和风险管理。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0665",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 3,
        "matched": "volatility-surface",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "IV Rank／IV Percentile",
      "english": "Implied-volatility rank, Percentile",
      "explanation": "Rank 常看当前 IV 在历史最高最低之间的位置；Percentile 看历史有多少观察值低于当前，二者不能互换。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0666",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 684,
        "matched": "percentile",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L684",
        "kind": "文档"
      },
      "reference": {
        "title": "OIC：IV Rank 与 Percentile",
        "url": "https://prd-web.optionseducation.org/news/june-office-hours-faqs-iv-statistics-position-management-and-the-wheel-strategy"
      }
    },
    {
      "term": "Black–Scholes–Merton 模型",
      "english": "BS, BSM",
      "explanation": "在特定价格过程、波动和交易假设下计算欧式期权价值的模型。真实市场的跳空、提前行权与波动曲面需要额外处理。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0667",
      "source": null
    },
    {
      "term": "无套利边界／看涨看跌平价",
      "english": "No-arbitrage bounds, Put-call parity",
      "explanation": "在匹配标的、行权价、到期及融资分红条件下，期权价格应满足一定上下界和组合关系。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0668",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 132,
        "matched": "Put-Call Parity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L132",
        "kind": "文档"
      }
    },
    {
      "term": "希腊字母／敏感度",
      "english": "Greeks, Sensitivity",
      "explanation": "用局部变化率估计期权受价格、时间、波动和利率影响的程度，像不同风险维度的仪表。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0669",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 3,
        "matched": "Greeks",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "Delta",
      "english": "Delta, Δ",
      "explanation": "标的价格小幅变动 1 单位时，期权价值大约变化多少。例如 Delta=0.6，其他条件不变，标的涨 1 元期权约涨 0.6 元，未乘合约倍数。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0670",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 142,
        "matched": "Delta",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L142",
        "kind": "文档"
      },
      "reference": {
        "title": "OIC：期权波动与 Greeks",
        "url": "https://www.optionseducation.org/advancedconcepts/volatility-the-greeks"
      }
    },
    {
      "term": "Gamma",
      "english": "Gamma, Γ",
      "explanation": "标的价格变化时 Delta 改变多快。Gamma 大，原本中性的对冲会更快偏离，需要更频繁调整。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0671",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 150,
        "matched": "Gamma",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L150",
        "kind": "文档"
      }
    },
    {
      "term": "Theta",
      "english": "Theta, Θ",
      "explanation": "其他条件不变、时间流逝对期权价值的局部影响。项目定价工具按日输出，不能把每日数值直接当成年值。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0672",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 83,
        "matched": "Theta",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L83",
        "kind": "文档"
      }
    },
    {
      "term": "Vega",
      "english": "Vega, ν",
      "explanation": "IV 变动对期权价值的影响。项目按波动率变动 1 个百分点报告，例如从 20% 到 21%，不是从 20% 增长 1%。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0673",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 172,
        "matched": "Vega",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L172",
        "kind": "文档"
      }
    },
    {
      "term": "Rho",
      "english": "Rho, ρ",
      "explanation": "利率小幅变化对期权价值的影响；项目按利率变动 1 个百分点输出，长到期期权往往更值得关注。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0674",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 179,
        "matched": "Rho",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L179",
        "kind": "文档"
      }
    },
    {
      "term": "Vanna／Volga／Vomma",
      "english": "Vanna, Volga, Vomma",
      "explanation": "Vanna 描述 Delta 对波动率的敏感性；Volga 与 Vomma 常同义，描述 Vega 随波动率如何改变，属于更高阶风险。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0675",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 58,
        "matched": "Vanna",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L58",
        "kind": "文档"
      }
    },
    {
      "term": "Delta 中性",
      "english": "Delta neutral",
      "explanation": "组合对标的小幅价格变化的一阶敏感性接近零。仍会受 Gamma、波动、时间、跳空和对冲成本影响。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0676",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 704,
        "matched": "Delta-neutral",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L704",
        "kind": "文档"
      }
    },
    {
      "term": "Gamma 交易／波动套利",
      "english": "Gamma scalping, Volatility arbitrage",
      "explanation": "通过期权与动态标的对冲，交易实际波动与期权定价之间的差异。频繁对冲有成本，并非名为套利就无风险。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0677",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 705,
        "matched": "Gamma scalping",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L705",
        "kind": "文档"
      }
    },
    {
      "term": "偏斜交易",
      "english": "Skew trade",
      "explanation": "交易不同执行价之间 IV 的相对变化，通常需要同时管理方向和整体波动暴露。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0678",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 115,
        "matched": "Skew Trade",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L115",
        "kind": "文档"
      }
    },
    {
      "term": "Heston 随机波动模型",
      "english": "Heston model",
      "explanation": "让波动本身也随机变化，并允许价格与波动冲击相关，能表达比固定波动模型更丰富的形状。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0679",
      "source": {
        "path": "agent/src/quantlib/volatility.py",
        "line": 3,
        "matched": "Heston model",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/volatility.py#L3",
        "kind": "源码"
      }
    },
    {
      "term": "Feller 条件",
      "english": "Feller condition",
      "explanation": "Heston 等平方根方差过程中的一个参数条件，帮助判断连续模型方差是否会触及零；不保证数值程序自动稳定。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0680",
      "source": {
        "path": "agent/src/quantlib/volatility.py",
        "line": 35,
        "matched": "feller_condition",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/volatility.py#L35",
        "kind": "源码"
      }
    },
    {
      "term": "障碍期权／敲入／敲出",
      "english": "Barrier option, Knock-in, Knock-out",
      "explanation": "合约是否生效或失效取决于价格是否触及指定障碍。上敲、下敲指障碍方向，连续与离散监测结果会不同。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0681",
      "source": {
        "path": "agent/src/quantlib/options.py",
        "line": 36,
        "matched": "barrier_option",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/options.py#L36",
        "kind": "源码"
      }
    },
    {
      "term": "返还金",
      "english": "Rebate",
      "explanation": "某些障碍期权触发规定条件后支付的补偿金额，时间与条件须看合约。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0682",
      "source": {
        "path": "agent/src/quantlib/options.py",
        "line": 516,
        "matched": "rebate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/options.py#L516",
        "kind": "源码"
      }
    },
    {
      "term": "期权腿／多腿组合",
      "english": "Option leg, Multi-leg strategy",
      "explanation": "组合中的每一项买入或卖出期权称一条腿，多条腿合在一起塑造收益和风险形状。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0683",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 3,
        "matched": "multi-leg strategy",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "借方价差／贷方价差",
      "english": "Debit spread, Credit spread",
      "explanation": "组合建仓时净付权利金或净收权利金。这里 credit spread 是期权组合，不是债券信用利差。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0684",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 59,
        "matched": "credit_spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L59",
        "kind": "文档"
      }
    },
    {
      "term": "垂直价差",
      "english": "Vertical spread",
      "explanation": "买卖相同到期、同一类型但不同行权价的期权，把潜在收益与损失限制在一定范围，仍需正确处理指派和标的交割。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0685",
      "source": null
    },
    {
      "term": "牛市看涨价差",
      "english": "Bull call spread",
      "explanation": "买较低行权价 call、卖同到期较高行权价 call，通常净付费，押注适度上涨。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0686",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 45,
        "matched": "Bull Call Spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L45",
        "kind": "文档"
      }
    },
    {
      "term": "熊市看跌价差",
      "english": "Bear put spread",
      "explanation": "买较高行权价 put、卖同到期较低行权价 put，通常净付费，押注适度下跌。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0687",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 46,
        "matched": "Bear Put Spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L46",
        "kind": "文档"
      }
    },
    {
      "term": "牛市看跌价差",
      "english": "Bull put spread",
      "explanation": "卖较高行权价 put、买同到期较低行权价 put，通常净收权利金，适合预期价格不大跌的结构表达。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0688",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 47,
        "matched": "Bull Put Spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L47",
        "kind": "文档"
      }
    },
    {
      "term": "熊市看涨价差",
      "english": "Bear call spread",
      "explanation": "卖较低行权价 call、买同到期较高行权价 call，通常净收权利金，表达价格不大涨的观点。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0689",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 48,
        "matched": "Bear Call Spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L48",
        "kind": "文档"
      }
    },
    {
      "term": "买入跨式／卖出跨式",
      "english": "Long straddle, Short straddle",
      "explanation": "同时买入或卖出相同行权价、同到期的 call 和 put。买方盼足够大波动，卖方承担大波动风险。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0690",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 54,
        "matched": "Long Straddle",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L54",
        "kind": "文档"
      }
    },
    {
      "term": "买入宽跨式／卖出宽跨式",
      "english": "Long strangle, Short strangle",
      "explanation": "使用不同行权价的 put 与 call，常选两边虚值。买方成本可能较低，但通常要更大幅度变化才能覆盖权利金。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0691",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 56,
        "matched": "Long Strangle",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L56",
        "kind": "文档"
      }
    },
    {
      "term": "蝶式价差",
      "english": "Butterfly spread",
      "explanation": "典型为同到期低行权价买一份、中间卖两份、高行权价买一份，围绕中间价格形成峰形到期收益。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0692",
      "source": null
    },
    {
      "term": "铁蝶式",
      "english": "Iron butterfly",
      "explanation": "通常卖出中间同价 call 与 put，再买两端保护，净收权利金，期待到期价格靠近中间。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0693",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 65,
        "matched": "Iron Butterfly",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L65",
        "kind": "文档"
      }
    },
    {
      "term": "鹰式价差",
      "english": "Condor spread",
      "explanation": "用四个行权价形成中间较平坦的收益区，常见同类型期权按买、卖、卖、买组合。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0694",
      "source": null
    },
    {
      "term": "铁鹰式",
      "english": "Iron condor",
      "explanation": "组合一个看跌信用价差和一个看涨信用价差，通常押注价格留在区间内，两端设保护。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0695",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 72,
        "matched": "Iron Condor",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L72",
        "kind": "文档"
      }
    },
    {
      "term": "日历价差",
      "english": "Calendar spread, Time spread",
      "explanation": "通常卖近到期、买远到期的同类型同行权价期权，交易时间和波动结构；不能仅凭单个到期损益图理解全部风险。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0696",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 80,
        "matched": "Calendar Spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L80",
        "kind": "文档"
      }
    },
    {
      "term": "对角价差",
      "english": "Diagonal spread",
      "explanation": "买卖期权同时在到期日和行权价上不同，混合方向与期限结构暴露。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0697",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 81,
        "matched": "Diagonal Spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L81",
        "kind": "文档"
      }
    },
    {
      "term": "比例价差",
      "english": "Ratio spread",
      "explanation": "买卖腿的数量不相同，例如买一份卖两份；多卖出的部分可能使尾部风险重新暴露。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0698",
      "source": {
        "path": "frontend/src/i18n/locales/pt-BR.json",
        "line": 854,
        "matched": "Ratio spread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/frontend/src/i18n/locales/pt-BR.json#L854",
        "kind": "源码"
      }
    },
    {
      "term": "反向比例价差",
      "english": "Backspread",
      "explanation": "常用卖少量较近平值期权、买更多较远虚值期权，追求单侧大幅波动收益，中间区域可能亏损。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0699",
      "source": {
        "path": "agent/src/skills/geopolitical-risk/SKILL.md",
        "line": 554,
        "matched": "backspread",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/geopolitical-risk/SKILL.md#L554",
        "kind": "文档"
      }
    },
    {
      "term": "备兑看涨／保护性看跌",
      "english": "Covered call, Protective put",
      "explanation": "备兑是在持有标的同时卖 call，收权利金但限制上涨空间；保护性看跌是持有标的同时买 put，付费保护下跌。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0700",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 98,
        "matched": "Covered Call",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L98",
        "kind": "文档"
      }
    },
    {
      "term": "领口策略",
      "english": "Collar",
      "explanation": "持有标的、买较低执行价 put 并卖较高执行价 call，把收益大体限制在区间；“零成本”只指净权利金接近零。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0701",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 100,
        "matched": "Collar",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L100",
        "kind": "文档"
      }
    },
    {
      "term": "期权展期／调整腿",
      "english": "Option roll, Adjustment",
      "explanation": "平掉原合约并换到新期限、执行价或数量。展期是新的交易选择，不会抹去之前已发生的亏损。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0702",
      "source": {
        "path": "agent/src/skills/options-payoff/SKILL.md",
        "line": 708,
        "matched": "Adjustment",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-payoff/SKILL.md#L708",
        "kind": "文档"
      }
    },
    {
      "term": "VIX／恐慌指数",
      "english": "Cboe volatility index",
      "explanation": "根据特定标普 500 指数期权价格衡量约未来 30 天预期波动的指标。不是上涨或下跌概率，也不能直接当普通股票持有。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0703",
      "source": {
        "path": "agent/src/skills/global-macro/SKILL.md",
        "line": 56,
        "matched": "vix",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/global-macro/SKILL.md#L56",
        "kind": "文档"
      }
    },
    {
      "term": "看跌看涨比",
      "english": "PCR, Put-call ratio",
      "explanation": "看跌期权成交量或持仓量相对看涨期权的比值。两种口径不同，还需考虑对冲交易，不能简单当成市场方向投票。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0704",
      "source": {
        "path": "agent/src/skills/sentiment-analysis/SKILL.md",
        "line": 3,
        "matched": "Put-Call Ratio",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/sentiment-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "SABR 模型",
      "english": "Stochastic alpha beta rho",
      "explanation": "用初始波动、弹性、价格与波动相关性以及波动的波动等参数描述波动微笑，常用于利率等衍生品定价。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0705",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 3,
        "matched": "SABR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "局部波动率／Dupire",
      "english": "Local volatility, Dupire model",
      "explanation": "把波动率设为时间和标的价格的函数，尝试匹配期权市场价格；对曲面数据质量和外推很敏感。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0706",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 41,
        "matched": "Dupire",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L41",
        "kind": "文档"
      }
    },
    {
      "term": "波动的波动",
      "english": "Volatility of volatility, Vol of vol",
      "explanation": "描述波动率本身变动有多剧烈；它与资产价格的波动率是不同层级。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0707",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 37,
        "matched": "volatility of volatility",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L37",
        "kind": "文档"
      }
    },
    {
      "term": "CEV 弹性",
      "english": "Constant elasticity of variance",
      "explanation": "让价格波动幅度随价格水平按幂关系变化的模型特征，SABR 的 beta 参数具有相关作用，别与市场 beta 混用。",
      "category": "期权定价、希腊字母与组合",
      "id": "t0708",
      "source": {
        "path": "agent/src/skills/options-advanced/SKILL.md",
        "line": 35,
        "matched": "CEV",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/options-advanced/SKILL.md#L35",
        "kind": "文档"
      }
    },
    {
      "term": "基金规模／管理资产",
      "english": "AUM, Assets under management",
      "explanation": "管理人或产品管理的资产金额。规模变动既可能来自申赎，也可能来自市场涨跌。",
      "category": "基金产品与私募基金数学",
      "id": "t0709",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 263,
        "matched": "基金规模",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L263",
        "kind": "文档"
      }
    },
    {
      "term": "基金份额／申购／赎回",
      "english": "Fund units, Subscription, Redemption",
      "explanation": "份额代表投资者在基金中的权益；申购向基金投入资金换份额，赎回把份额交回换取现金或资产。",
      "category": "基金产品与私募基金数学",
      "id": "t0710",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 77,
        "matched": "申购",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L77",
        "kind": "文档"
      }
    },
    {
      "term": "ETF 一级申赎／授权参与人",
      "english": "Creation/redemption, Authorized participant, AP",
      "explanation": "授权机构按规则用一篮子证券或现金换 ETF 份额，或反向赎回，有助于连接份额价格与底层资产价值。",
      "category": "基金产品与私募基金数学",
      "id": "t0711",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 2,
        "matched": "etf",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "ETF 溢折价／参考净值",
      "english": "Premium/discount to NAV, IOPV, iNAV",
      "explanation": "交易价格相对净值高或低；IOPV 是盘中估算参考，可能受底层市场休市或数据延迟影响，不是实时保证成交价值。",
      "category": "基金产品与私募基金数学",
      "id": "t0712",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 2,
        "matched": "etf",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "实物复制／合成复制",
      "english": "Physical replication, Synthetic replication",
      "explanation": "前者直接持有全部或部分成分资产；后者主要借助互换等合约复制指数收益，风险来源不同。",
      "category": "基金产品与私募基金数学",
      "id": "t0713",
      "source": null
    },
    {
      "term": "跟踪差异",
      "english": "Tracking difference",
      "explanation": "基金一段时间收益与指数收益差多少；跟踪误差则看这种差异的波动，不能混为一谈。",
      "category": "基金产品与私募基金数学",
      "id": "t0714",
      "source": null
    },
    {
      "term": "总费用率／管理费／托管费",
      "english": "TER, Management fee, Custody fee",
      "explanation": "基金持续运营相关的费用。TER 不一定包含所有投资者交易成本，需要查看产品披露。",
      "category": "基金产品与私募基金数学",
      "id": "t0715",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 56,
        "matched": "管理费",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L56",
        "kind": "文档"
      }
    },
    {
      "term": "主动基金／被动基金／指数增强",
      "english": "Active fund, Passive fund, Enhanced index",
      "explanation": "主动基金主动选择偏离；被动基金主要复制规则指数；指数增强在控制偏离风险下争取额外收益。",
      "category": "基金产品与私募基金数学",
      "id": "t0716",
      "source": {
        "path": "agent/src/skills/fund-analysis/SKILL.md",
        "line": 267,
        "matched": "指数增强",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/fund-analysis/SKILL.md#L267",
        "kind": "文档"
      }
    },
    {
      "term": "Smart Beta／因子 ETF",
      "english": "Smart beta, Factor ETF",
      "explanation": "按价值、质量、低波动等预先规则构建组合的产品，介于传统市值指数与主动选股思路之间。",
      "category": "基金产品与私募基金数学",
      "id": "t0717",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 2,
        "matched": "etf",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "杠杆 ETF／反向 ETF",
      "english": "Leveraged ETF, Inverse ETF",
      "explanation": "通常追求某个日度收益倍数或反向收益。多日收益受复利和再平衡影响，不等于长期指数收益直接乘倍数。",
      "category": "基金产品与私募基金数学",
      "id": "t0718",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 2,
        "matched": "etf",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "波动损耗／路径依赖",
      "english": "Volatility drag, Path dependence",
      "explanation": "同样的最终标的价格，不同中间涨跌路径可能让杠杆产品得到不同结果，反复震荡尤其需要理解。",
      "category": "基金产品与私募基金数学",
      "id": "t0719",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 133,
        "matched": "volatility drag",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L133",
        "kind": "文档"
      }
    },
    {
      "term": "基金申赎费／封闭期／赎回限制",
      "english": "Sales/redemption load, Lock-up, Redemption gate",
      "explanation": "分别是进出产品的费用、不能正常赎回的期间，以及异常情况下限制赎回的安排。",
      "category": "基金产品与私募基金数学",
      "id": "t0720",
      "source": {
        "path": "agent/src/skills/report-generate/SKILL.md",
        "line": 260,
        "matched": "lock-up",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/report-generate/SKILL.md#L260",
        "kind": "文档"
      }
    },
    {
      "term": "私募股权／风险投资",
      "english": "Private equity, PE, Venture capital, VC",
      "explanation": "投资未上市公司或进行收购等；VC 常投较早期高成长企业。这里 PE 是私募股权，不是市盈率。",
      "category": "基金产品与私募基金数学",
      "id": "t0721",
      "source": null
    },
    {
      "term": "普通合伙人／有限合伙人",
      "english": "GP, General partner, LP, Limited partner",
      "explanation": "私募基金中 GP 通常负责管理并承担相应责任，LP 通常主要出资。LP 在 DeFi 里另指流动性提供者。",
      "category": "基金产品与私募基金数学",
      "id": "t0722",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 1004,
        "matched": "general partner",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L1004",
        "kind": "源码"
      }
    },
    {
      "term": "认缴／实缴／资金调用",
      "english": "Commitment, Paid-in capital, Capital call",
      "explanation": "认缴是承诺最多投入多少；实缴是已实际投入；资金调用是管理人按协议要求投资者缴款。",
      "category": "基金产品与私募基金数学",
      "id": "t0723",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 27,
        "matched": "paid_in_capital",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L27",
        "kind": "源码"
      }
    },
    {
      "term": "分配／剩余价值",
      "english": "Distribution, Residual value, RV",
      "explanation": "分配是已返还给投资者的钱或资产；剩余价值是仍持有投资的估值，未必能按该值顺利卖出。",
      "category": "基金产品与私募基金数学",
      "id": "t0724",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 17,
        "matched": "residual_value",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L17",
        "kind": "源码"
      }
    },
    {
      "term": "DPI／已分配倍数",
      "english": "Distributions to paid-in",
      "explanation": "已分配给投资者的累计价值除累计实缴。例如投 100、已拿回 80，DPI 为 0.8 倍。",
      "category": "基金产品与私募基金数学",
      "id": "t0725",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 16,
        "matched": "DPI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L16",
        "kind": "源码"
      },
      "reference": {
        "title": "ILPA：私募股权术语",
        "url": "https://ilpa.org/resources-tools/private-equity-101/private-equity-glossary/"
      }
    },
    {
      "term": "RVPI／剩余价值倍数",
      "english": "Residual value to paid-in",
      "explanation": "尚未退出投资的估值除实缴，反映纸面上还有多少价值，不等于已落袋收益。",
      "category": "基金产品与私募基金数学",
      "id": "t0726",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 73,
        "matched": "rvpi",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L73",
        "kind": "源码"
      }
    },
    {
      "term": "TVPI／总价值倍数",
      "english": "Total value to paid-in",
      "explanation": "通常为 DPI 加 RVPI。投 100、拿回 80、剩余估值 70，TVPI 为 1.5 倍，但已拿回的只有 0.8 倍。",
      "category": "基金产品与私募基金数学",
      "id": "t0727",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 15,
        "matched": "TVPI",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L15",
        "kind": "源码"
      }
    },
    {
      "term": "MOIC／投入资本倍数",
      "english": "Multiple on invested capital",
      "explanation": "投资总价值相对投入本金的倍数。它没有直接体现用了几年，1.5 倍用一年与用十年意义不同。",
      "category": "基金产品与私募基金数学",
      "id": "t0728",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 75,
        "matched": "moic",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L75",
        "kind": "源码"
      }
    },
    {
      "term": "优先回报／门槛收益",
      "english": "Preferred return, Hurdle rate",
      "explanation": "利润分配中先让出资人获得约定回报，再让管理人参与某些分成；不是保证一定能达到的收益。",
      "category": "基金产品与私募基金数学",
      "id": "t0729",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 57,
        "matched": "PREFERRED_RETURN",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L57",
        "kind": "源码"
      }
    },
    {
      "term": "业绩报酬／附带权益",
      "english": "Performance fee, Carried interest, Carry",
      "explanation": "管理人按协议分享投资利润，计算基准、回拨和分配顺序会影响实际金额。",
      "category": "基金产品与私募基金数学",
      "id": "t0730",
      "source": {
        "path": "agent/src/skills/performance-attribution/SKILL.md",
        "line": 36,
        "matched": "carry",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/performance-attribution/SKILL.md#L36",
        "kind": "文档"
      }
    },
    {
      "term": "分配瀑布",
      "english": "Distribution waterfall",
      "explanation": "按层级分配退出资金，例如先还本金、再满足优先回报、再给管理人追补、最后按比例分剩余利润。",
      "category": "基金产品与私募基金数学",
      "id": "t0731",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 998,
        "matched": "distribution waterfall",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L998",
        "kind": "源码"
      }
    },
    {
      "term": "追补／回拨",
      "english": "Catch-up, Clawback",
      "explanation": "追补让管理人利润份额按协议追到目标比例；回拨则在后续整体结果变差时要求返还此前多分的报酬。",
      "category": "基金产品与私募基金数学",
      "id": "t0732",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 58,
        "matched": "CATCH_UP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L58",
        "kind": "源码"
      }
    },
    {
      "term": "欧式／美式分配瀑布",
      "english": "European waterfall, American waterfall",
      "explanation": "欧式通常按整体基金先返本等再分成；美式通常按单笔投资较早分成，因此更需要处理后续亏损和回拨。名称是惯用分类。",
      "category": "基金产品与私募基金数学",
      "id": "t0733",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 79,
        "matched": "european_waterfall",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L79",
        "kind": "源码"
      }
    },
    {
      "term": "公开市场等价法",
      "english": "PME, Public market equivalent",
      "explanation": "把私募基金同样日期的现金流假设投进或取出某个公开指数，比较私募表现是否值得其风险和不流动性。",
      "category": "基金产品与私募基金数学",
      "id": "t0734",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 81,
        "matched": "pme",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L81",
        "kind": "源码"
      }
    },
    {
      "term": "KS-PME／PME+／Direct Alpha",
      "english": "Kaplan-Schoar PME, PME Plus, Direct alpha",
      "explanation": "分别用指数调整后的投入分配比、缩放分配方法或指数调整现金流收益率比较私募与公开市场，三种结果单位不完全相同。",
      "category": "基金产品与私募基金数学",
      "id": "t0735",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 81,
        "matched": "ks_pme",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L81",
        "kind": "源码"
      }
    },
    {
      "term": "年份批次／J 曲线",
      "english": "Vintage year, J-curve",
      "explanation": "批次年份用于比较在相似经济环境启动的基金；J 曲线指早期费用和未成熟投资使表现先低、后来退出可能改善的形状。",
      "category": "基金产品与私募基金数学",
      "id": "t0736",
      "source": {
        "path": "agent/src/entities/models.py",
        "line": 276,
        "matched": "vintage_year",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/entities/models.py#L276",
        "kind": "源码"
      }
    },
    {
      "term": "二手份额／退出渠道",
      "english": "Secondary transaction, Exit",
      "explanation": "私募份额或股份转让给新投资者，以及通过上市、并购等把投资变现；账面估值高不保证随时能退出。",
      "category": "基金产品与私募基金数学",
      "id": "t0737",
      "source": {
        "path": "agent/src/quantlib/fundmath.py",
        "line": 1882,
        "matched": "exit",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/quantlib/fundmath.py#L1882",
        "kind": "源码"
      }
    },
    {
      "term": "LOF／上市开放式基金",
      "english": "Listed open-ended fund",
      "explanation": "兼有交易所买卖与基金申购赎回渠道的开放式基金，不同渠道转托管和到账时间会影响套利执行。",
      "category": "基金产品与私募基金数学",
      "id": "t0738",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 33,
        "matched": "LOF",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L33",
        "kind": "文档"
      },
      "reference": {
        "title": "上海证券交易所：LOF",
        "url": "https://www.sse.com.cn/assortment/fund/lof/home/"
      }
    },
    {
      "term": "QDII／合格境内机构投资者",
      "english": "Qualified domestic institutional investor",
      "explanation": "允许符合条件的境内机构投资境外资产的一套制度。QDII 基金可能因额度和跨时区因素出现申购限制与溢价。",
      "category": "基金产品与私募基金数学",
      "id": "t0739",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 27,
        "matched": "QDII",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L27",
        "kind": "文档"
      }
    },
    {
      "term": "分级基金",
      "english": "Structured/classified fund",
      "explanation": "把一个母组合的收益风险按规则分给不同份额的历史产品结构。项目讨论其历史经验不代表当前仍可按旧规则交易。",
      "category": "基金产品与私募基金数学",
      "id": "t0740",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 412,
        "matched": "分级基金",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L412",
        "kind": "文档"
      }
    },
    {
      "term": "ETF 联接基金",
      "english": "ETF feeder fund",
      "explanation": "主要通过持有目标 ETF 等资产实现相近投资目标，购买方式和费用可能与直接在交易所买 ETF 不同。",
      "category": "基金产品与私募基金数学",
      "id": "t0741",
      "source": {
        "path": "agent/src/skills/etf-analysis/SKILL.md",
        "line": 2,
        "matched": "etf",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/etf-analysis/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "高水位线",
      "english": "High-water mark",
      "explanation": "通常要求净值超过此前计提业绩报酬的高点，才对新增利润收费，具体还需看分红和申赎处理。",
      "category": "基金产品与私募基金数学",
      "id": "t0742",
      "source": {
        "path": "agent/backtest/metrics.py",
        "line": 576,
        "matched": "high-water mark",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/backtest/metrics.py#L576",
        "kind": "源码"
      }
    },
    {
      "term": "商业模式／护城河",
      "english": "Business model, Moat",
      "explanation": "商业模式解释公司怎样提供价值并赚钱；护城河指阻止竞争者轻易夺走利润的持久优势。",
      "category": "非上市公司研究与商业指标",
      "id": "t0743",
      "source": {
        "path": "agent/src/skills/investor-lenses/SKILL.md",
        "line": 111,
        "matched": "moat",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/investor-lenses/SKILL.md#L111",
        "kind": "文档"
      }
    },
    {
      "term": "网络效应／转换成本／规模经济",
      "english": "Network effect, Switching cost, Economies of scale",
      "explanation": "用户越多越有价值、换供应商代价高，以及规模扩大后单位成本降低，是三类不同竞争优势。",
      "category": "非上市公司研究与商业指标",
      "id": "t0744",
      "source": {
        "path": "agent/src/skills/investor-lenses/references/qiuguolu-three-questions.md",
        "line": 55,
        "matched": "switching cost",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/investor-lenses/references/qiuguolu-three-questions.md#L55",
        "kind": "文档"
      }
    },
    {
      "term": "单位经济模型",
      "english": "Unit economics",
      "explanation": "看每个客户、订单或门店最终带来多少收入与成本，判断增长是在创造价值还是扩大亏损。",
      "category": "非上市公司研究与商业指标",
      "id": "t0745",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 49,
        "matched": "Unit economics",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L49",
        "kind": "文档"
      }
    },
    {
      "term": "获客成本",
      "english": "CAC, Customer acquisition cost",
      "explanation": "获得一个新客户所花的平均销售营销等成本。自然增长客户和付费买来的客户最好分开看。",
      "category": "非上市公司研究与商业指标",
      "id": "t0746",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 49,
        "matched": "CAC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L49",
        "kind": "文档"
      }
    },
    {
      "term": "客户终身价值",
      "english": "LTV, Lifetime value",
      "explanation": "一个客户在整个关系期内预计贡献的价值，宜使用利润或现金贡献口径，并考虑留存与时间；不是收入越高就必然越值钱。",
      "category": "非上市公司研究与商业指标",
      "id": "t0747",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 49,
        "matched": "LTV",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L49",
        "kind": "文档"
      }
    },
    {
      "term": "LTV/CAC／获客回收期",
      "english": "LTV-to-CAC, CAC payback",
      "explanation": "前者看客户贡献相对获取成本；后者看多久能把获取成本赚回来，都依赖真实留存和毛利假设。",
      "category": "非上市公司研究与商业指标",
      "id": "t0748",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 49,
        "matched": "CAC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L49",
        "kind": "文档"
      }
    },
    {
      "term": "客单价／ARPU／抽佣率",
      "english": "Average order value, Average revenue per user, Take rate",
      "explanation": "分别是一笔订单平均金额、每用户平均收入，以及平台从交易金额中收取的收入比例。",
      "category": "非上市公司研究与商业指标",
      "id": "t0749",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 48,
        "matched": "take-rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L48",
        "kind": "文档"
      }
    },
    {
      "term": "GMV／订单量",
      "english": "Gross merchandise value, Order volume",
      "explanation": "GMV 是平台成交商品服务总额，未必等于平台营收；取消退款和含税口径也会影响数值。",
      "category": "非上市公司研究与商业指标",
      "id": "t0750",
      "source": {
        "path": "README.md",
        "line": 1526,
        "matched": "order_volume",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/README.md#L1526",
        "kind": "文档"
      }
    },
    {
      "term": "ARR／MRR／经常性收入",
      "english": "Annual recurring revenue, Monthly recurring revenue",
      "explanation": "按订阅合同等形成的年化或月度重复收入规模指标，不能自动等同于会计上已确认收入。",
      "category": "非上市公司研究与商业指标",
      "id": "t0751",
      "source": {
        "path": "agent/src/factors/base.py",
        "line": 106,
        "matched": "arr",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/base.py#L106",
        "kind": "源码"
      }
    },
    {
      "term": "DAU／MAU／黏性",
      "english": "Daily/monthly active users, Stickiness",
      "explanation": "日活、月活统计满足指定行为的活跃用户；DAU/MAU 常粗略看使用频度，活跃不等于付费。",
      "category": "非上市公司研究与商业指标",
      "id": "t0752",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 51,
        "matched": "MAU",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L51",
        "kind": "文档"
      }
    },
    {
      "term": "留存率／流失率／NRR",
      "english": "Retention, Churn, Net revenue retention",
      "explanation": "留存与流失看老用户是否继续；NRR 看原有客户收入在扩购、缩减和流失后的变化，不包括新客户收入。",
      "category": "非上市公司研究与商业指标",
      "id": "t0753",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 51,
        "matched": "retention",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L51",
        "kind": "文档"
      }
    },
    {
      "term": "TAM／SAM／SOM",
      "english": "Total addressable, Serviceable available, Serviceable obtainable market",
      "explanation": "依次是理论总市场、产品和地域实际能服务的市场、现实条件下可能拿到的份额，不应把最大数字当公司未来收入。",
      "category": "非上市公司研究与商业指标",
      "id": "t0754",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 72,
        "matched": "TAM",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L72",
        "kind": "文档"
      }
    },
    {
      "term": "渗透率／市场份额",
      "english": "Penetration, Market share",
      "explanation": "前者看潜在需求已有多少采用某产品；后者看已有市场里某公司占多少，分母不同。",
      "category": "非上市公司研究与商业指标",
      "id": "t0755",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 72,
        "matched": "penetration",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L72",
        "kind": "文档"
      }
    },
    {
      "term": "现金消耗／续航期",
      "english": "Burn rate, Cash runway",
      "explanation": "公司每月净烧多少钱，以及现有可用现金按假设还能支持多久。融资计划没有到账前不应直接算作现金。",
      "category": "非上市公司研究与商业指标",
      "id": "t0756",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 60,
        "matched": "burn rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L60",
        "kind": "文档"
      }
    },
    {
      "term": "投前估值／投后估值",
      "english": "Pre-money valuation, Post-money valuation",
      "explanation": "投前是新钱进来前估值，投后通常加上本轮新增融资，需处理可转工具等特殊安排。",
      "category": "非上市公司研究与商业指标",
      "id": "t0757",
      "source": null
    },
    {
      "term": "清算优先权／反稀释",
      "english": "Liquidation preference, Anti-dilution",
      "explanation": "前者规定退出或清算时某类股东先拿多少；后者在低价新融资等情况下调整原投资者权益，都会影响普通股实际价值。",
      "category": "非上市公司研究与商业指标",
      "id": "t0758",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 64,
        "matched": "liquidation preference",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L64",
        "kind": "文档"
      }
    },
    {
      "term": "独角兽／融资轮次",
      "english": "Unicorn, Seed, Series A/B/C",
      "explanation": "独角兽是对高估值未上市公司的惯称；融资轮次反映融资阶段的习惯分类，不自动代表业务成熟或安全。",
      "category": "非上市公司研究与商业指标",
      "id": "t0759",
      "source": {
        "path": "agent/src/skills/risk-analysis/SKILL.md",
        "line": 125,
        "matched": "seed",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/risk-analysis/SKILL.md#L125",
        "kind": "文档"
      }
    },
    {
      "term": "SPAC",
      "english": "Special purpose acquisition company",
      "explanation": "先上市融资、再寻找公司合并的特殊目的公司结构，是一种资本市场路径，仍需评估条款与稀释。",
      "category": "非上市公司研究与商业指标",
      "id": "t0760",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 87,
        "matched": "SPAC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L87",
        "kind": "文档"
      }
    },
    {
      "term": "替代数据",
      "english": "Alternative data",
      "explanation": "财报和传统行情之外的经营线索，例如招聘、应用使用、专利和供应链信息。样本偏差和可验证性很重要。",
      "category": "非上市公司研究与商业指标",
      "id": "t0761",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 4,
        "matched": "alternative-data",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L4",
        "kind": "文档"
      }
    },
    {
      "term": "波特五力／产业链议价权",
      "english": "Porter's five forces, Bargaining power",
      "explanation": "从同行竞争、进入者、替代品、供应商和客户五方面判断利润为何能保住或被挤压。",
      "category": "非上市公司研究与商业指标",
      "id": "t0762",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 73,
        "matched": "bargaining power",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L73",
        "kind": "文档"
      }
    },
    {
      "term": "ESG／关键人物风险",
      "english": "Environmental social governance, Key-person risk",
      "explanation": "ESG 从环境社会治理观察经营风险；关键人物风险是业务过于依赖某个创始人或管理者。",
      "category": "非上市公司研究与商业指标",
      "id": "t0763",
      "source": {
        "path": "agent/src/skills/private-company-research/SKILL.md",
        "line": 86,
        "matched": "ESG",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/private-company-research/SKILL.md#L86",
        "kind": "文档"
      }
    },
    {
      "term": "加密资产／代币",
      "english": "Cryptoasset, Token",
      "explanation": "通过区块链等系统记录和转移的数字资产。代币不自动代表公司股权、分红权或法定偿付承诺。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0764",
      "source": {
        "path": "agent/src/skills/token-unlock-treasury/SKILL.md",
        "line": 2,
        "matched": "token",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/token-unlock-treasury/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "BTC／ETH／山寨币",
      "english": "Bitcoin, Ether, Altcoin",
      "explanation": "BTC 与 ETH 是项目常研究的资产；山寨币是对其他加密币的宽泛俗称，不是统一风险等级。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0765",
      "source": {
        "path": "agent/src/skills/stablecoin-flow/SKILL.md",
        "line": 20,
        "matched": "BTC",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/stablecoin-flow/SKILL.md#L20",
        "kind": "文档"
      }
    },
    {
      "term": "稳定币／脱锚",
      "english": "Stablecoin, Depeg",
      "explanation": "稳定币试图维持相对美元等目标的稳定价值；市场价明显偏离目标称脱锚，稳定设计并不保证稳定结果。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0766",
      "source": {
        "path": "agent/src/skills/stablecoin-flow/SKILL.md",
        "line": 2,
        "matched": "stablecoin",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/stablecoin-flow/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "法币抵押／加密抵押／算法稳定币",
      "english": "Fiat-backed, Crypto-backed, Algorithmic stablecoin",
      "explanation": "分别主要依靠储备法币类资产、加密抵押物或算法激励机制维持锚定，偿付与风险结构不同。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0767",
      "source": null
    },
    {
      "term": "CEX／DEX",
      "english": "Centralized exchange, Decentralized exchange",
      "explanation": "分别主要由中心化机构管理账户交易，或通过链上协议交换资产，两者的托管、执行和风险来源不同。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0768",
      "source": {
        "path": "agent/src/skills/onchain-analysis/SKILL.md",
        "line": 3,
        "matched": "DEX",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/onchain-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "永续合约",
      "english": "Perpetual swap, Perpetual futures, Perp",
      "explanation": "通常没有固定到期日的衍生品，通过资金费率等机制与现货价格保持联系，并不是真正无需成本永远持有。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0769",
      "source": {
        "path": "agent/src/skills/perp-funding-basis/SKILL.md",
        "line": 2,
        "matched": "perp",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/perp-funding-basis/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "资金费率／资金费",
      "english": "Funding rate, Funding payment",
      "explanation": "永续多空双方按周期结算的费用机制；常见正费率多付空收，但须看平台定义。不是固定借款利息。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0770",
      "source": {
        "path": "agent/src/skills/crypto-derivatives/SKILL.md",
        "line": 3,
        "matched": "funding-rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/crypto-derivatives/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "资金费率年化",
      "english": "Annualized funding",
      "explanation": "把单次或短期费率换成年尺度便于比较。未来费率会变化，不能把当前年化值当锁定收益。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0771",
      "source": {
        "path": "agent/src/skills/crypto-derivatives/SKILL.md",
        "line": 257,
        "matched": "Annualized funding",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/crypto-derivatives/SKILL.md#L257",
        "kind": "文档"
      }
    },
    {
      "term": "资金费套利／基差交易",
      "english": "Funding arbitrage, Basis trade",
      "explanation": "通过现货和衍生品的相反仓位获取费率或价差，仍承担费率反转、保证金、平台和执行风险。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0772",
      "source": {
        "path": "agent/src/skills/perp-funding-basis/SKILL.md",
        "line": 134,
        "matched": "Funding Arbitrage",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/perp-funding-basis/SKILL.md#L134",
        "kind": "文档"
      }
    },
    {
      "term": "标记价格／指数价格／最新价",
      "english": "Mark price, Index price, Last price",
      "explanation": "标记价常用于保证金和强平，指数价常综合多个现货市场，最新价是最近成交价；三者可能不同。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0773",
      "source": {
        "path": "agent/src/skills/okx-market/SKILL.md",
        "line": 33,
        "matched": "last price",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/okx-market/SKILL.md#L33",
        "kind": "文档"
      }
    },
    {
      "term": "未平仓量",
      "english": "OI, Open interest",
      "explanation": "尚未结束的衍生品合约数量或价值。成交量是期间发生多少交易，OI 是时点还有多少合约没结束。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0774",
      "source": {
        "path": "agent/src/skills/crypto-derivatives/SKILL.md",
        "line": 230,
        "matched": "open interest",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/crypto-derivatives/SKILL.md#L230",
        "kind": "文档"
      }
    },
    {
      "term": "多空比",
      "english": "Long-short ratio",
      "explanation": "比较多空账户数、持仓量或某类群体的比例，口径差异很大。不能忽略每份合约本来都有多空双方。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0775",
      "source": null
    },
    {
      "term": "挤空／多头踩踏",
      "english": "Short squeeze, Long squeeze",
      "explanation": "价格上涨迫使空头买回、进一步推涨；价格下跌迫使多头卖出、进一步压低，可能形成反馈。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0776",
      "source": {
        "path": "agent/src/skills/perp-funding-basis/SKILL.md",
        "line": 48,
        "matched": "Short squeeze",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/perp-funding-basis/SKILL.md#L48",
        "kind": "文档"
      }
    },
    {
      "term": "强平价格／强平热力图",
      "english": "Liquidation price, Liquidation heatmap",
      "explanation": "前者是按平台规则估算的强平触发价格；热力图展示模型推测的强平密集区，不是全部真实订单的透明清单。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0777",
      "source": {
        "path": "agent/src/skills/liquidation-heatmap/SKILL.md",
        "line": 2,
        "matched": "liquidation-heatmap",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/liquidation-heatmap/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "连环清算／自动减仓",
      "english": "Liquidation cascade, ADL",
      "explanation": "清算冲击引出更多清算称连环清算；ADL 是平台按规则削减部分对手方仓位处理风险的机制。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0778",
      "source": {
        "path": "agent/src/skills/liquidation-heatmap/SKILL.md",
        "line": 127,
        "matched": "liquidation cascade",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/liquidation-heatmap/SKILL.md#L127",
        "kind": "文档"
      }
    },
    {
      "term": "保险基金／穿仓",
      "english": "Insurance fund, Negative balance",
      "explanation": "保险基金用于吸收某些清算亏损；穿仓指损失超过相关账户担保。基金规模和覆盖范围不是无限保障。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0779",
      "source": {
        "path": "agent/src/skills/liquidation-heatmap/SKILL.md",
        "line": 225,
        "matched": "Insurance fund",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/liquidation-heatmap/SKILL.md#L225",
        "kind": "文档"
      }
    },
    {
      "term": "链上分析",
      "english": "On-chain analytics",
      "explanation": "从公开区块链交易与余额推导活动、成本和资金移动，地址标签可能不全或错误。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0780",
      "source": null
    },
    {
      "term": "钱包地址／活跃地址／新增地址",
      "english": "Wallet address, Active address, New address",
      "explanation": "地址是链上资产操作的标识；活跃或新增按指定事件统计。一个人可以有很多地址，一个地址也可能代表很多用户。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0781",
      "source": null
    },
    {
      "term": "巨鲸／聪明钱地址",
      "english": "Whale, Smart-money address",
      "explanation": "前者指持有或交易规模很大的地址或主体；后者是数据商按历史行为筛出的标签，不保证未来判断正确。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0782",
      "source": {
        "path": "agent/src/skills/onchain-analysis/SKILL.md",
        "line": 3,
        "matched": "whale",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/onchain-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "交易所净流入／储备余额",
      "english": "Exchange netflow, Exchange reserves",
      "explanation": "标记为交易所的地址收到减转出的资产，以及余额。内部转账和标签变化可能影响结果，流入也不一定立即卖出。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0783",
      "source": {
        "path": "agent/src/skills/stablecoin-flow/SKILL.md",
        "line": 169,
        "matched": "exchange_reserves",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/stablecoin-flow/SKILL.md#L169",
        "kind": "文档"
      }
    },
    {
      "term": "实现市值／MVRV",
      "english": "Realized capitalization, Market value to realized value",
      "explanation": "实现市值常按币最后移动时价格估算成本基础；MVRV 用市值与之相比。它不是所有持有人的精确买入成本。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0784",
      "source": {
        "path": "agent/src/skills/onchain-analysis/SKILL.md",
        "line": 3,
        "matched": "MVRV",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/onchain-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "NVT",
      "english": "Network value to transactions",
      "explanation": "网络市值相对链上转账价值的比例，试图比较估值与链上使用规模。链上转账不都代表经济支付。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0785",
      "source": {
        "path": "agent/src/skills/onchain-analysis/SKILL.md",
        "line": 3,
        "matched": "NVT",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/onchain-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "SOPR",
      "english": "Spent output profit ratio",
      "explanation": "比较已花费币的转出价值与此前获得时估算价值，观察这些移动币总体像获利还是亏损；不直接等于所有卖家的真实盈亏。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0786",
      "source": {
        "path": "agent/src/skills/onchain-analysis/SKILL.md",
        "line": 3,
        "matched": "SOPR",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/onchain-analysis/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "Puell Multiple",
      "english": "Puell multiple",
      "explanation": "矿工当日发行收入相对较长历史平均的倍数，观察矿工收入周期，计算币价和发行量口径需一致。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0787",
      "source": {
        "path": "agent/src/skills/onchain-analysis/SKILL.md",
        "line": 192,
        "matched": "Puell Multiple",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/onchain-analysis/SKILL.md#L192",
        "kind": "文档"
      }
    },
    {
      "term": "存量流量比",
      "english": "Stock-to-flow, S2F",
      "explanation": "已有数量除年新增数量，粗略衡量供给稀缺程度。单靠这个比例不能可靠决定资产应值多少钱。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0788",
      "source": {
        "path": "agent/src/skills/onchain-analysis/SKILL.md",
        "line": 193,
        "matched": "Stock-to-Flow",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/onchain-analysis/SKILL.md#L193",
        "kind": "文档"
      }
    },
    {
      "term": "Reserve Risk／HODL Bank",
      "english": "Reserve risk, HODL bank",
      "explanation": "Reserve Risk 常把币价与长期持有机会成本累计指标 HODL Bank 比较，试图刻画持有者信心与价格关系；需核对指标供应方定义。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0789",
      "source": {
        "path": "agent/src/skills/onchain-analysis/SKILL.md",
        "line": 194,
        "matched": "Reserve Risk",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/onchain-analysis/SKILL.md#L194",
        "kind": "文档"
      },
      "reference": {
        "title": "Glassnode：Reserve Risk",
        "url": "https://docs.glassnode.com/guides-and-tutorials/metric-guides/coin-days-destroyed/reserve-risk"
      }
    },
    {
      "term": "稳定币增发／销毁",
      "english": "Mint, Burn",
      "explanation": "增加或减少链上代币供应。增发可能涉及库存或跨链迁移，不一定等于同金额新资金立即买入风险资产。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0790",
      "source": {
        "path": "agent/src/skills/stablecoin-flow/SKILL.md",
        "line": 3,
        "matched": "mint",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/stablecoin-flow/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "稳定币占比／周转速度",
      "english": "Stablecoin dominance, Velocity",
      "explanation": "稳定币在某个总市值口径中的占比，以及转账价值相对供应量等指标，分母和观察窗口决定含义。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0791",
      "source": {
        "path": "agent/src/skills/stablecoin-flow/SKILL.md",
        "line": 3,
        "matched": "velocity",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/stablecoin-flow/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "代币经济学",
      "english": "Tokenomics",
      "explanation": "研究代币供给、分配、使用需求、激励和价值获取机制，不能只看币价图。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0792",
      "source": {
        "path": "agent/src/skills/token-unlock-treasury/SKILL.md",
        "line": 219,
        "matched": "tokenomics",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/token-unlock-treasury/SKILL.md#L219",
        "kind": "文档"
      }
    },
    {
      "term": "流通量／总供应／完全稀释估值",
      "english": "Circulating supply, Total supply, FDV",
      "explanation": "流通量是按口径可流通的数量；FDV 用当前价乘指定完全供给量估值，未解锁代币很多时可远高于流通市值。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0793",
      "source": {
        "path": "agent/src/skills/stablecoin-flow/SKILL.md",
        "line": 167,
        "matched": "total supply",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/stablecoin-flow/SKILL.md#L167",
        "kind": "文档"
      }
    },
    {
      "term": "解锁／归属期／悬崖解锁",
      "english": "Unlock, Vesting, Cliff",
      "explanation": "归属期规定代币逐步取得条件；悬崖解锁在某日集中释放；线性解锁逐期释放，释放不等于实际出售。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0794",
      "source": {
        "path": "agent/src/skills/token-unlock-treasury/SKILL.md",
        "line": 2,
        "matched": "unlock",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/token-unlock-treasury/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "代币排放／通胀率",
      "english": "Token emission, Token inflation",
      "explanation": "按规则新增或向参与者发放代币，可能稀释原持有人。高奖励收益要同时看代币价格与供给变化。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0795",
      "source": {
        "path": "agent/src/skills/token-unlock-treasury/SKILL.md",
        "line": 174,
        "matched": "token emission",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/token-unlock-treasury/SKILL.md#L174",
        "kind": "文档"
      }
    },
    {
      "term": "金库／基金会储备",
      "english": "Treasury, Foundation reserves",
      "explanation": "协议或组织持有用于运营和发展的资金资产。若大部分是自家代币，账面价值与实际变现能力可能相差很大。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0796",
      "source": {
        "path": "agent/src/skills/stablecoin-flow/SKILL.md",
        "line": 47,
        "matched": "treasury",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/stablecoin-flow/SKILL.md#L47",
        "kind": "文档"
      }
    },
    {
      "term": "空投／积分挖矿",
      "english": "Airdrop, Points farming",
      "explanation": "空投是按条件分发代币；积分挖矿是参与活动积累积分，未来是否兑换代币和兑换价值通常不确定。",
      "category": "加密资产、永续合约与链上指标",
      "id": "t0797",
      "source": {
        "path": "agent/src/skills/token-unlock-treasury/SKILL.md",
        "line": 25,
        "matched": "Airdrop",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/token-unlock-treasury/SKILL.md#L25",
        "kind": "文档"
      }
    },
    {
      "term": "DeFi／去中心化金融",
      "english": "Decentralized finance",
      "explanation": "通过链上合约实现交易、借贷等金融功能，仍然依赖合约、预言机、治理及市场流动性。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0798",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 2,
        "matched": "defi",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "智能合约／协议风险",
      "english": "Smart contract, Protocol risk",
      "explanation": "智能合约按代码自动执行资产规则；错误、权限或经济设计漏洞都可能导致损失，自动执行不等于没有风险。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0799",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 120,
        "matched": "Smart contract",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L120",
        "kind": "文档"
      }
    },
    {
      "term": "TVL／总锁定价值",
      "english": "Total value locked",
      "explanation": "按价格估算锁在协议中的资产价值。资产涨价本身就能推高 TVL，跨协议统计还可能重复计入。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0800",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 57,
        "matched": "TVL",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L57",
        "kind": "文档"
      }
    },
    {
      "term": "流动性池／AMM",
      "english": "Liquidity pool, Automated market maker",
      "explanation": "把资产放入池中，按预设公式或机制报价交换。成交依赖池内资产和规则，不一定采用传统订单簿。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0801",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 20,
        "matched": "AMM",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L20",
        "kind": "文档"
      }
    },
    {
      "term": "流动性提供者／LP 份额",
      "english": "Liquidity provider, LP token",
      "explanation": "向池中存入资产的人及其份额凭证。这里 LP 不是私募基金中的有限合伙人。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0802",
      "source": null
    },
    {
      "term": "恒定乘积／集中流动性",
      "english": "Constant product, Concentrated liquidity",
      "explanation": "恒定乘积是经典两资产池的一种报价关系；集中流动性允许资金只在选定价格范围内提供交易。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0803",
      "source": null
    },
    {
      "term": "无常损失",
      "english": "Impermanent loss, IL",
      "explanation": "做流动性提供相对一直拿着原来那篮子币的价值差。名称带“无常”不代表不会变成真实经济损失，交易费可能补偿也可能补不够。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0804",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 68,
        "matched": "Impermanent Loss",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L68",
        "kind": "文档"
      },
      "reference": {
        "title": "Uniswap：协议术语",
        "url": "https://developers.uniswap.org/docs/get-started/concepts/glossary"
      }
    },
    {
      "term": "流动性挖矿／激励收益",
      "english": "Liquidity mining, Token incentives",
      "explanation": "除交易费或借贷利息之外，再发协议代币吸引资金。高年化可能主要来自短期补贴而非稳定经营收入。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0805",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 22,
        "matched": "Liquidity mining",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L22",
        "kind": "文档"
      }
    },
    {
      "term": "APR／APY",
      "english": "Annual percentage rate, Annual percentage yield",
      "explanation": "APR 通常按不计再投资复利的年率表示，APY 考虑复利；利率和币价变化时实际收益仍会不同。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0806",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 16,
        "matched": "APY",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L16",
        "kind": "文档"
      }
    },
    {
      "term": "真实收益／净收益",
      "english": "Real yield, Net yield",
      "explanation": "DeFi 中 real yield 常指来自协议真实费用收入而非发币补贴；它不同于宏观上扣除通胀的实际收益。净收益还需扣借贷、交易和损失成本。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0807",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 95,
        "matched": "net_yield",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L95",
        "kind": "文档"
      }
    },
    {
      "term": "存入利率／借款利率／利用率",
      "english": "Supply rate, Borrow rate, Utilization",
      "explanation": "借款人付息、资金提供者分得收益；利用率常看可供借资金有多少已经借出，较高时利率和取款压力可能增加。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0808",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 34,
        "matched": "borrow_rate",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L34",
        "kind": "文档"
      }
    },
    {
      "term": "超额抵押／抵押债仓",
      "english": "Overcollateralization, CDP",
      "explanation": "用价值高于借款的资产作担保，例如押 150 借 100，市场下跌后缓冲仍可能迅速消失。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0809",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 61,
        "matched": "CDP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L61",
        "kind": "文档"
      }
    },
    {
      "term": "贷款价值比／清算阈值",
      "english": "Loan-to-value, LTV, Liquidation threshold",
      "explanation": "借款额相对抵押价值的比例，以及允许维持仓位的风险界限。这里 LTV 与客户终身价值同缩写但完全不同。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0810",
      "source": {
        "path": "agent/src/skills/credit-analysis/SKILL.md",
        "line": 287,
        "matched": "贷款价值比",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/credit-analysis/SKILL.md#L287",
        "kind": "文档"
      }
    },
    {
      "term": "健康因子",
      "english": "Health factor",
      "explanation": "按抵押品价值、清算权重和债务计算的安全缓冲指标；如 Aave 中低于 1 可进入清算条件，具体规则依协议。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0811",
      "source": null,
      "reference": {
        "title": "Aave：健康因子与清算",
        "url": "https://aave.com/help/borrowing/liquidations"
      }
    },
    {
      "term": "预言机",
      "english": "Oracle",
      "explanation": "把价格等外部信息提供给链上合约的机制。报价延迟、异常或被操纵会影响借贷和清算。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0812",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 262,
        "matched": "oracle",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L262",
        "kind": "文档"
      }
    },
    {
      "term": "质押／罚没",
      "english": "Staking, Slashing",
      "explanation": "通过质押资产参与网络安全并获得奖励；违反协议条件可能被罚没部分质押，不是无条件存款利息。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0813",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 3,
        "matched": "staking",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "流动性质押／再质押",
      "english": "Liquid staking, Restaking, LST",
      "explanation": "流动性质押提供代表质押权益的可交易凭证；再质押把相关担保用于额外服务，增加奖励来源也增加额外风险。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0814",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 23,
        "matched": "Restaking",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L23",
        "kind": "文档"
      }
    },
    {
      "term": "验证者／主动验证服务",
      "english": "Validator, AVS",
      "explanation": "验证者参与网络共识或验证；AVS 是再质押生态中使用额外验证安全的服务，各自责任和罚则不同。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0815",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 21,
        "matched": "Validator",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L21",
        "kind": "文档"
      }
    },
    {
      "term": "MEV／夹子交易",
      "english": "Maximal extractable value, Sandwich attack",
      "explanation": "通过排序、插入等交易安排获取价值；夹子交易在用户交易前后夹入订单，可能使用户成交更差。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0816",
      "source": {
        "path": "agent/src/skills/defi-yield/SKILL.md",
        "line": 128,
        "matched": "MEV",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/defi-yield/SKILL.md#L128",
        "kind": "文档"
      }
    },
    {
      "term": "跨链桥／桥接风险",
      "english": "Bridge, Bridge risk",
      "explanation": "把价值或信息在不同链之间转移的机制，依赖合约和验证安排，桥接资产可能承担额外信用或安全风险。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0817",
      "source": {
        "path": "agent/src/skills/trade-journal/SKILL.md",
        "line": 19,
        "matched": "bridge",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/trade-journal/SKILL.md#L19",
        "kind": "文档"
      }
    },
    {
      "term": "DAO／治理代币",
      "english": "Decentralized autonomous organization, Governance token",
      "explanation": "通过规则和投票等协调协议决策的组织形式；持有治理代币不自动拥有类似普通股的利润分配权。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0818",
      "source": {
        "path": "agent/src/skills/token-unlock-treasury/SKILL.md",
        "line": 24,
        "matched": "DAO",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/token-unlock-treasury/SKILL.md#L24",
        "kind": "文档"
      }
    },
    {
      "term": "再抵押／收益叠加",
      "english": "Rehypothecation, Yield stacking",
      "explanation": "把已经质押或代表资产权益的凭证再次使用获取收益，会形成多层依赖和潜在连锁风险。",
      "category": "DeFi、借贷、质押与流动性池",
      "id": "t0819",
      "source": null
    },
    {
      "term": "行为金融",
      "english": "Behavioral finance",
      "explanation": "研究人的认知、情绪和群体行为怎样影响金融决策，而不是假定每个人时时完全理性。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0820",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 2,
        "matched": "behavioral-finance",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "损失厌恶",
      "english": "Loss aversion",
      "explanation": "同等金额的亏损通常比盈利带来更强的感受，可能使人过早止盈或不愿认赔。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0821",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 61,
        "matched": "Loss aversion",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L61",
        "kind": "文档"
      }
    },
    {
      "term": "处置效应",
      "english": "Disposition effect",
      "explanation": "倾向于很快卖掉赚钱的资产、长期抱着亏损的资产，理由往往是心理上的不愿承认损失。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0822",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 92,
        "matched": "Disposition-Effect",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L92",
        "kind": "文档"
      }
    },
    {
      "term": "锚定偏差",
      "english": "Anchoring bias",
      "explanation": "过分依赖最初的买入价、目标价或某个整数位置，忽视后来新信息。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0823",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 25,
        "matched": "anchoring bias",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L25",
        "kind": "文档"
      }
    },
    {
      "term": "确认偏差",
      "english": "Confirmation bias",
      "explanation": "只寻找支持自己观点的消息，对反对证据挑剔或忽略，容易让投资假说无法被证伪。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0824",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 64,
        "matched": "Confirmation bias",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L64",
        "kind": "文档"
      }
    },
    {
      "term": "过度自信／控制幻觉",
      "english": "Overconfidence, Illusion of control",
      "explanation": "高估判断精度，或以为自己能控制本来高度随机的结果，常导致交易过多和仓位过大。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0825",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 62,
        "matched": "Overconfidence",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L62",
        "kind": "文档"
      }
    },
    {
      "term": "从众／羊群效应",
      "english": "Herding",
      "explanation": "因为别人都在做而跟随，不一定有独立分析；集中进入和退出可能放大波动。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0826",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 71,
        "matched": "Herding",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L71",
        "kind": "文档"
      }
    },
    {
      "term": "FOMO／FUD",
      "english": "Fear of missing out, Fear uncertainty doubt",
      "explanation": "分别是怕错过上涨机会，以及恐惧、不确定和怀疑的情绪表达。标签本身不能证明消息真假。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0827",
      "source": {
        "path": "agent/src/skills/social-media-intelligence/SKILL.md",
        "line": 619,
        "matched": "FOMO",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/social-media-intelligence/SKILL.md#L619",
        "kind": "文档"
      }
    },
    {
      "term": "近因偏差／可得性偏差",
      "english": "Recency bias, Availability bias",
      "explanation": "过分重视最近的表现，或更容易想起的鲜明故事，忽略长期基准和完整样本。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0828",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 38,
        "matched": "availability bias",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L38",
        "kind": "文档"
      }
    },
    {
      "term": "后见之明／结果偏差",
      "english": "Hindsight bias, Outcome bias",
      "explanation": "事后觉得结果早就明显，或仅按一次赚钱亏钱判断当时决策是否合理。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0829",
      "source": {
        "path": "agent/src/skills/macro-analysis/SKILL.md",
        "line": 192,
        "matched": "hindsight bias",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/macro-analysis/SKILL.md#L192",
        "kind": "文档"
      }
    },
    {
      "term": "沉没成本／承诺升级",
      "english": "Sunk cost, Escalation of commitment",
      "explanation": "因为已经投入很多而继续投入，即使新的证据表明前景变差。过去成本不能靠更固执自动收回。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0830",
      "source": null
    },
    {
      "term": "过度反应／反应不足",
      "english": "Overreaction, Underreaction",
      "explanation": "价格对信息调整过头或调整得不充分，是反转与动量等现象的可能解释，不能单凭事后走势证明。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0831",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 3,
        "matched": "overreaction",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "恐惧贪婪指数／情绪评分",
      "english": "Fear and greed index, Sentiment score",
      "explanation": "把波动、成交、调查或新闻等指标汇总为情绪刻度，数据源和权重不同会得到不同分数。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0832",
      "source": {
        "path": "agent/src/skills/behavioral-finance/SKILL.md",
        "line": 114,
        "matched": "sentiment score",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/behavioral-finance/SKILL.md#L114",
        "kind": "文档"
      }
    },
    {
      "term": "新闻情绪／社交情绪",
      "english": "News sentiment, Social sentiment",
      "explanation": "从新闻和帖子判断语气及关注度。讨论热度不是事实可信度，机器人和样本偏差也会影响结果。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0833",
      "source": {
        "path": "agent/src/skills/social-media-intelligence/SKILL.md",
        "line": 695,
        "matched": "Social-Sentiment",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/social-media-intelligence/SKILL.md#L695",
        "kind": "文档"
      }
    },
    {
      "term": "预期差／催化剂",
      "english": "Expectation gap, Catalyst",
      "explanation": "预期差是现实或新信息与市场定价预期的差；催化剂是可能促使市场重新认识价值的事件。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0834",
      "source": {
        "path": "agent/src/skills/investor-lenses/references/chanos-forensic-short.md",
        "line": 72,
        "matched": "catalyst",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/investor-lenses/references/chanos-forensic-short.md#L72",
        "kind": "文档"
      }
    },
    {
      "term": "逆向投资／第二层思考",
      "english": "Contrarian investing, Second-level thinking",
      "explanation": "不只问公司好不好，还问市场已预期什么、价格反映多少；不是为了与众不同而机械反着买。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0835",
      "source": {
        "path": "agent/src/skills/investor-lenses/references/marks-cycle-position.md",
        "line": 3,
        "matched": "Second-Level Thinking",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/investor-lenses/references/marks-cycle-position.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "能力圈／反向思考",
      "english": "Circle of competence, Inversion",
      "explanation": "能力圈要求识别自己真正能判断的范围；反向思考从“怎样会失败”检查投资论证的薄弱处。",
      "category": "投资心理、情绪与研究判断",
      "id": "t0836",
      "source": {
        "path": "agent/src/skills/investor-lenses/SKILL.md",
        "line": 3,
        "matched": "inversion",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/investor-lenses/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "SEC／EDGAR",
      "english": "Securities and Exchange Commission, EDGAR",
      "explanation": "美国证券监管机构及其公司披露查询系统，项目使用其数据研究公司与持仓；它们是来源名称，不是交易指标。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0837",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 180,
        "matched": "sec",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L180",
        "kind": "文档"
      }
    },
    {
      "term": "10-K／10-Q／8-K",
      "english": "Annual report, Quarterly report, Current report",
      "explanation": "美国发行人的常见年度、季度和重大事项报告表格类型。报告期末与正式提交时间不同。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0838",
      "source": {
        "path": "agent/src/skills/sec-edgar/SKILL.md",
        "line": 3,
        "matched": "10-K",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/sec-edgar/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "20-F／6-K",
      "english": "Foreign private issuer reports",
      "explanation": "外国私人发行人在美国常见的年度及相关信息披露类型，不能简单假设与美国本土公司季度披露完全相同。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0839",
      "source": {
        "path": "agent/src/skills/sec-edgar/references/forms_and_concepts.md",
        "line": 21,
        "matched": "20-F",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/sec-edgar/references/forms_and_concepts.md#L21",
        "kind": "文档"
      }
    },
    {
      "term": "13F／13D／13G／Form 4",
      "english": "Institutional holdings, Beneficial ownership, Insider report",
      "explanation": "分别涉及某类机构持仓、重要受益所有权和内部人交易等披露；范围、延迟和门槛不同，不能当成即时全量持仓。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0840",
      "source": {
        "path": "agent/src/skills/yfinance/SKILL.md",
        "line": 188,
        "matched": "Institutional Holdings",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/yfinance/SKILL.md#L188",
        "kind": "文档"
      }
    },
    {
      "term": "XBRL／财务标签",
      "english": "eXtensible Business Reporting Language",
      "explanation": "把财报项目按机器可读标签组织的格式。相同标签还要核对单位、期间、合并范围与修订版本。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0841",
      "source": {
        "path": "agent/src/skills/sec-edgar/SKILL.md",
        "line": 3,
        "matched": "XBRL",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/sec-edgar/SKILL.md#L3",
        "kind": "文档"
      }
    },
    {
      "term": "调整／重述财报",
      "english": "Restatement, Revised filing",
      "explanation": "公司对先前报表作更正或重新列报。历史回测若直接使用后来修订值，可能得到当时不可能知道的信息。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0842",
      "source": {
        "path": "agent/src/skills/edgar-sec-filings/SKILL.md",
        "line": 20,
        "matched": "restatement",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/edgar-sec-filings/SKILL.md#L20",
        "kind": "文档"
      }
    },
    {
      "term": "数据来源追踪／证据时效",
      "english": "Data provenance, Freshness",
      "explanation": "记录金融数字来自哪里、何时发布和何时获取，便于判断结论是否用对时点和口径。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0843",
      "source": {
        "path": "agent/src/skills/web-reader/SKILL.md",
        "line": 41,
        "matched": "freshness",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/web-reader/SKILL.md#L41",
        "kind": "文档"
      }
    },
    {
      "term": "AKShare／Tushare／yfinance／CCXT",
      "english": "Financial data libraries",
      "explanation": "项目用于连接不同数据和交易生态的库名。安装库不自动获得所有行情、券商权限或数据再分发权。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0844",
      "source": {
        "path": "agent/src/skills/ccxt/SKILL.md",
        "line": 2,
        "matched": "ccxt",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/ccxt/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "通达信／Mootdx／东方财富／巨潮",
      "english": "Market-data and disclosure sources",
      "explanation": "项目提到的行情或公告来源及接入工具，覆盖和授权不同，不能把不同来源字段直接当成同一口径。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0845",
      "source": {
        "path": "agent/src/skills/tushare/SKILL.md",
        "line": 210,
        "matched": "东方财富",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/tushare/SKILL.md#L210",
        "kind": "文档"
      }
    },
    {
      "term": "vn.py／Pine Script／QMT",
      "english": "Trading framework, Strategy language, Trading terminal",
      "explanation": "项目文档或相关场景中的交易框架、图表策略语言和券商量化终端名称；导出或连接它们不等于已实现完整实盘系统。",
      "category": "数据披露与研究接口中的金融缩写",
      "id": "t0846",
      "source": {
        "path": "agent/src/skills/pine-script/SKILL.md",
        "line": 2,
        "matched": "pine-script",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/pine-script/SKILL.md#L2",
        "kind": "文档"
      }
    },
    {
      "term": "横截面排名／滚动排名",
      "english": "rank, ts_rank",
      "explanation": "rank 常在同一天给不同股票排序；ts_rank 常看一个股票当前值在自身历史窗口中的位置。代码实现可能有归一化差异。",
      "category": "因子公式与特征名读法",
      "id": "t0847",
      "source": {
        "path": "agent/src/factors/base.py",
        "line": 93,
        "matched": "ts_rank",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/base.py#L93",
        "kind": "源码"
      }
    },
    {
      "term": "滞后引用／差值算子",
      "english": "delay, Ref, delta",
      "explanation": "分别取若干期前的值，或当前减过去值。因子公式里的 delta 通常不是期权 Delta。",
      "category": "因子公式与特征名读法",
      "id": "t0848",
      "source": {
        "path": "agent/src/skills/alpha-zoo/SKILL.md",
        "line": 42,
        "matched": "delta",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/skills/alpha-zoo/SKILL.md#L42",
        "kind": "文档"
      }
    },
    {
      "term": "滚动均值／标准差／极值",
      "english": "ts_mean, ts_std, ts_max, ts_min",
      "explanation": "在不断向前移动的窗口内计算平均、波动或最高最低值，是许多编号因子的积木。",
      "category": "因子公式与特征名读法",
      "id": "t0849",
      "source": {
        "path": "agent/src/factors/base.py",
        "line": 179,
        "matched": "ts_mean",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/base.py#L179",
        "kind": "源码"
      }
    },
    {
      "term": "滚动极值位置／分位数",
      "english": "ts_argmax, ts_argmin, ts_quantile",
      "explanation": "前两者找最高最低出现在窗口哪个位置；分位数找按大小排序后的指定位置，位置与值不能混用。",
      "category": "因子公式与特征名读法",
      "id": "t0850",
      "source": {
        "path": "agent/src/factors/base.py",
        "line": 221,
        "matched": "ts_argmax",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/base.py#L221",
        "kind": "源码"
      }
    },
    {
      "term": "滚动相关／协方差",
      "english": "ts_corr, ts_cov",
      "explanation": "在最近一个窗口衡量两个序列共同变化，常用于价量关系和 beta 估计。",
      "category": "因子公式与特征名读法",
      "id": "t0851",
      "source": {
        "path": "agent/src/factors/base.py",
        "line": 9,
        "matched": "ts_corr",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/base.py#L9",
        "kind": "源码"
      }
    },
    {
      "term": "线性衰减／缩放／带符号幂",
      "english": "decay_linear, scale, signedpower",
      "explanation": "分别让较新数据获得较大权重、按约定大小归一化，以及保留符号再做幂变换，用于组合因子信号。",
      "category": "因子公式与特征名读法",
      "id": "t0852",
      "source": {
        "path": "agent/src/factors/base.py",
        "line": 82,
        "matched": "scale",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/base.py#L82",
        "kind": "源码"
      }
    },
    {
      "term": "Qlib K 线形态特征",
      "english": "KMID, KLEN, KUP, KLOW, KSFT",
      "explanation": "把实体、全长、上影、下影和收盘相对位置等转成归一化数字，让模型能处理 K 线形态而非看图片。",
      "category": "因子公式与特征名读法",
      "id": "t0853",
      "source": {
        "path": "agent/src/factors/zoo/qlib158/kup.py",
        "line": 8,
        "matched": "KUP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/qlib158/kup.py#L8",
        "kind": "源码"
      }
    },
    {
      "term": "Qlib 价格位置特征",
      "english": "MAX, MIN, QTLU, QTLD, RANK, RSV",
      "explanation": "用窗口极值、上下分位点、排名和区间位置描述当前价格相对自身历史处于哪里。",
      "category": "因子公式与特征名读法",
      "id": "t0854",
      "source": {
        "path": "agent/src/factors/base.py",
        "line": 124,
        "matched": "min",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/base.py#L124",
        "kind": "源码"
      }
    },
    {
      "term": "Qlib 趋势回归特征",
      "english": "BETA, RSQR, RESI",
      "explanation": "对窗口内价格趋势做回归，分别表达斜率、拟合程度和残差。这里 BETA 不一定是对市场收益的金融 beta。",
      "category": "因子公式与特征名读法",
      "id": "t0855",
      "source": {
        "path": "agent/src/factors/zoo/academic/bab.py",
        "line": 6,
        "matched": "Beta",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/academic/bab.py#L6",
        "kind": "源码"
      }
    },
    {
      "term": "Qlib 极值时间特征",
      "english": "IMAX, IMIN, IMXD",
      "explanation": "描述近期高低点距现在或在窗口中的位置，以及两者差异，帮助表示趋势出现的时序。",
      "category": "因子公式与特征名读法",
      "id": "t0856",
      "source": {
        "path": "agent/src/factors/zoo/qlib158/LICENSE.md",
        "line": 70,
        "matched": "imax",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/qlib158/LICENSE.md#L70",
        "kind": "文档"
      }
    },
    {
      "term": "Qlib 涨跌次数特征",
      "english": "CNTP, CNTN, CNTD",
      "explanation": "统计窗口内上涨、下跌次数比例及其差，关注涨跌发生得是否频繁，而不是单次涨了多少。",
      "category": "因子公式与特征名读法",
      "id": "t0857",
      "source": {
        "path": "agent/src/factors/zoo/qlib158/cntd5.py",
        "line": 5,
        "matched": "CNTP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/qlib158/cntd5.py#L5",
        "kind": "源码"
      }
    },
    {
      "term": "Qlib 涨跌幅累计特征",
      "english": "SUMP, SUMN, SUMD",
      "explanation": "比较正负价格变化的累计力度及其差，反映窗口内上行与下行力量的相对关系。",
      "category": "因子公式与特征名读法",
      "id": "t0858",
      "source": {
        "path": "agent/src/factors/zoo/qlib158/sumd5.py",
        "line": 5,
        "matched": "SUMP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/qlib158/sumd5.py#L5",
        "kind": "源码"
      }
    },
    {
      "term": "Qlib 成交量特征",
      "english": "VMA, VSTD, VSUMP, VSUMN, VSUMD",
      "explanation": "把成交量的平均、波动和增减变化转成可比较特征，帮助模型识别量能状态。",
      "category": "因子公式与特征名读法",
      "id": "t0859",
      "source": {
        "path": "agent/src/factors/zoo/qlib158/vsumd5.py",
        "line": 5,
        "matched": "VSUMP",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/zoo/qlib158/vsumd5.py#L5",
        "kind": "源码"
      }
    },
    {
      "term": "Qlib 价量关系特征",
      "english": "CORR, CORD, WVMA",
      "explanation": "描述价格与成交量或其变化的相关，以及成交量加权波动等。具体公式以每个因子源码为准。",
      "category": "因子公式与特征名读法",
      "id": "t0860",
      "source": {
        "path": "agent/src/factors/base.py",
        "line": 9,
        "matched": "corr",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/base.py#L9",
        "kind": "源码"
      }
    },
    {
      "term": "因子编号与窗口后缀",
      "english": "alpha101_001, gtja191_001, qlib158_rank30",
      "explanation": "编号用来定位一份计算配方；窗口后缀常表示使用最近多少期，例如 rank30 是 30 期排名类特征，30 期不一定是 30 个自然日。",
      "category": "因子公式与特征名读法",
      "id": "t0861",
      "source": {
        "path": "agent/src/factors/cli_handlers.py",
        "line": 985,
        "matched": "alpha101_001",
        "url": "https://github.com/HKUDS/Vibe-Trading/blob/f84b2977a5aadc76fd0e709a2cc3d241f35add33/agent/src/factors/cli_handlers.py#L985",
        "kind": "源码"
      }
    }
  ]
}