{
  "total": 95,
  "baseUrl": "https://ay-skillhub.pages.dev",
  "groups": [
    "A股行情 / 复盘 / 数据",
    "基金 / 权益研究",
    "量化 / 选股 / 回测",
    "交易体系 / 方法论",
    "其他"
  ],
  "skills": [
    {
      "slug": "a-stock-daily-report-cn",
      "name": "a-stock-daily-report",
      "description": "获取 A 股市场日报，包括大盘指数、热门板块和龙头股。使用东方财富 API，无需 API Key。",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/a-stock-daily-report-cn.zip",
      "url": "skill/a-stock-daily-report-cn",
      "series": "A股复盘工具",
      "seriesId": "ashare"
    },
    {
      "slug": "a-stock-real-time-monitor",
      "name": "a-stock-real-time-monitor",
      "description": "中国A股实时盯盘技能 - 支持实时行情监控、异动提醒（价格/量比）、主力资金流向监测、消息面热点监测。交易时段自动高频刷新，支持多股并行、彩色提醒、企业微信推送。",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "A股",
        "股票",
        "盯盘",
        "主力资金",
        "异动提醒",
        "实时行情",
        "东方财富"
      ],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/a-stock-real-time-monitor.zip",
      "url": "skill/a-stock-real-time-monitor",
      "series": "A股复盘工具",
      "seriesId": "ashare"
    },
    {
      "slug": "active-equity-report-analysis",
      "name": "active-equity-report-analysis",
      "description": "主动权益基金定报分析（全市场）。定期报告发布后分析全市场主动权益基金的整体配置变化：股票仓位、港股配置、行业增减配、个股增减仓和市场共识变化。触发词包括：季报分析、定报分析、公募加仓了什么、基金主要加了哪些行业、港股仓位变化、哪些个股获得增持、全市场配置、基金季报盘点、公募持仓变化。只要用户想看全市场公募/主动权益基金层面的配置变化（而非单只基金），即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/active-equity-report-analysis.zip",
      "url": "skill/active-equity-report-analysis",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "akshare-stock-analyzer",
      "name": "akshare-stock-analyzer",
      "description": "使用本 skill 自带的 fetch.py 和 analyze.py，对 A 股个股做短期趋势分析。 Use this skill whenever the user asks to analyze A-share stocks, ETFs (like A500/159339), check short-term trend (bullish/bearish/sideways), weekly and today change, signals (buy/sell/hold), or score stocks based on recent performance.",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.1.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/akshare-stock-analyzer.zip",
      "url": "skill/akshare-stock-analyzer",
      "series": "数据与行情",
      "seriesId": "data"
    },
    {
      "slug": "brooks-bar-counting",
      "name": "brooks-bar-counting",
      "description": "Brooks《价格行为学》数K回调入场体系（H1-H4/L1-L4）——把\"等回调\"变成\"等第 N 个编号\"：多头趋势中回调以\"阴线+跟随的阳线/十字星\"为计数单元，第一次回调买入点为 H1、第二次为 H2（最常用）、H3 常与楔形三推重合、数到 H4 之外停止计数（市场已是 TR 或反转）；回调的最低定义=一根K线破坏前K极值即构成；TBTL（十根K线两波走势）是波段运动的标准结构与最小预期目标；50% 回调位是波段的对称基准（下半部分空头至少 60% 概率再创新低）；合理入场点通常在 1-3 根K线内被测试、至多 20 根内补测试。触发词：数K、K线计数、H1、H2、L1、L2、第三次回调、回调数到几了、回调买点、这次回调能买吗、TBTL、十根K线两波、50%回调、回调什么时候结束。数K入场编号架构为本书独占领地，全书库十家中无一家做此框架——ABC 修正的波浪计数（luxiwu/斯波朗迪）名称同构但计数语法完全不同。形态打分转 luok-pinbar-signal，信号/进场二分转 brooks-signal-bars，背景状态判定转 brooks-market-cycle-ai，楔形反转架构转 brooks-mtr-reversal，目标位算法转 brooks-magnet-targets。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "bar-counting",
        "H1-H2",
        "L1-L2",
        "pullback-entry",
        "TBTL",
        "50-percent-pullback",
        "entry-test",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 K线计数（基541-543）/ 回撤最低要求（基519）/ 时间框架（基357-360）/ 概率数学（基2322-2340、526）；进阶篇 失败归因（进1388）",
      "related_skills": [
        "brooks-market-cycle-ai",
        "brooks-signal-bars",
        "brooks-breakout-80",
        "brooks-mtr-reversal",
        "brooks-magnet-targets",
        "brooks-traders-equation",
        "brooks-trading-range",
        "luxiwu-trend-determination",
        "sperandeo-2b-pattern",
        "luok-pinbar-signal"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-bar-counting.zip",
      "url": "skill/brooks-bar-counting",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-breakout-80",
      "name": "brooks-breakout-80",
      "description": "Brooks《价格行为学》突破与 80% 规则族——突破的两级分类：强突破（10% 时间，伴跟进走势，顺势方 70-90% 概率，默认目标为测量移动，1 倍实际风险回报即可）vs 常规突破（通道/TR 内的 90%，80% 失败）；突破/反转的确认标准=一根跟进K线（没有跟进的突破默认按失败处理）；80% 规则族四位一体：趋势中 80% 反转尝试失败变旗形、TR 中 80% 突破尝试失败并反转、80% 的突破随后导致反转（突破常是高潮的一部分）、每根影线都是一次失败的突破尝试；突破后 5 根内出现反向强趋势K线则原突破存疑。触发词：突破、真突破假突破、突破失败、跟进K线、follow-through、突破确认、强突破、追突破、突破陷阱、高潮、突破后反向大K线。本簇只管\"突破成败的概率结构与确认序列\"——2B 假突破的结构定义与止损位转 sperandeo-2b-pattern，2B 后横盘 5 根K线的概率确认（数K+40-60 规则）转 brooks-mtr-reversal，突破形态打分转 luok/morris 系，背景状态（趋势/TR/Always In）转 brooks-market-cycle-ai，TR 内的操作框架（BLSHS）转 brooks-trading-range，目标位（测量移动）转 brooks-magnet-targets。突破的概率分级+跟进确认序列为本书独占领地。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "breakout",
        "80-percent-rule",
        "follow-through-bar",
        "strong-breakout",
        "probability-ladder",
        "climax",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 突破（基1023、1033、1035、108-109）/ Always In（基811）/ 主要要点（基2393）/ 时间框架（基359）；进阶篇（进34-35、1291、1294、1347）",
      "related_skills": [
        "brooks-market-cycle-ai",
        "brooks-trading-range",
        "brooks-channel-types",
        "brooks-magnet-targets",
        "brooks-traders-equation",
        "brooks-mtr-reversal",
        "brooks-signal-bars",
        "brooks-bar-counting",
        "sperandeo-2b-pattern",
        "luok-key-level"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-breakout-80.zip",
      "url": "skill/brooks-breakout-80",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-channel-types",
      "name": "brooks-channel-types",
      "description": "Brooks《价格行为学》通道类型学与反转倾向——通道的统一反转倾向：75% 的多头通道（即使紧凑强势）最终向下突破、跌破多头趋势线，应视为看跌旗形；空头通道是潜在的看涨旗形；多头通道突破后三种演化（通常演变为交易区间、随后上下突破；有时直接反转为空头趋势——通道越像趋势反转形态直接反转概率越大）；顺通道方向交易目标应保守（通道是均值回归结构），逆通道方向等突破确认后入场；楔形最终旗形=趋势末端的最后一面旗帜。触发词：通道、上升通道、下降通道、紧通道、宽通道、看跌旗形、看涨旗形、通道突破、通道反转、旗形。本簇只管\"通道类型决定交易方式与突破方向概率\"——趋势线/拐点画法转 luxiwu-trend-determination，通道内回调数K转 brooks-bar-counting，突破确认细则转 brooks-breakout-80，楔形反转架构转 brooks-mtr-reversal。75% 通道突破倾向+旗形通道互化的类型学为本书独占领地。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "channel",
        "bear-flag",
        "bull-flag",
        "75-percent",
        "mean-reversion",
        "flag-conversion",
        "channel-typology",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 通道（基1333-1337）/ 惯性（基910）；进阶篇 时段（进1064、79-101）",
      "related_skills": [
        "brooks-market-cycle-ai",
        "brooks-breakout-80",
        "brooks-trading-range",
        "brooks-bar-counting",
        "brooks-mtr-reversal",
        "brooks-magnet-targets",
        "brooks-traders-equation",
        "luxiwu-trend-determination"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-channel-types.zip",
      "url": "skill/brooks-channel-types",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-magnet-targets",
      "name": "brooks-magnet-targets",
      "description": "Brooks《价格行为学》目标位算法——磁铁（Magnet）与支撑/阻力工具箱 + 测量移动（Measured Move）投影。核心口诀：S/R 不是墙而是磁铁，价格被持续拉向已知水平；六件套工具（均线/趋势线/趋势通道线/前期高低点/测量移动目标/整数价位）逐项扫描定位主磁铁；周线高低点在每周最后一天、月线高低点在每月最后一天激活为日内磁铁；强突破（10%时间）的默认目标即测量移动（70% 概率到达，1 倍实际风险回报即可）；反转/波段最小预期目标 TBTL（十根K线两波）。触发词：目标位、看到哪里、磁铁、支撑阻力、测量移动、MM 投影、整数关口、前高前低、周线月线水平、价格为什么会回测、获利了结位置。本簇只管\"价格会被吸向哪里、目标怎么算\"——背景方向判定（Always In）转 brooks-market-cycle-ai，反转结构（MTR/楔形）转 brooks-mtr-reversal，胜率与交易者方程转 brooks-traders-equation，止损位置转 brooks-stop-position；锤子线/吞没等单一形态有效性转 morris-single-bar / morris-multi-bar，Pinbar 打分转 luok-pinbar-signal，江恩百分比回调几何转 gann-percent-retracement，luok 关键位分级转 luok-key-level。磁铁吸引动力学 + 测量移动投影的目标位算法为本书独占领地，全书库十家中无一家做此框架。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "magnet",
        "support-resistance",
        "measured-move",
        "target-projection",
        "time-frame-nesting",
        "round-numbers",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 支撑阻力（基1620-1646）/ 时间框架（基357-359）/ 主要要点（基2393）；进阶篇 时段（进1063-1066）",
      "related_skills": [
        "brooks-traders-equation",
        "brooks-mtr-reversal",
        "brooks-market-cycle-ai",
        "brooks-breakout-80",
        "brooks-stop-position",
        "gann-percent-retracement",
        "luok-key-level",
        "morris-single-bar",
        "morris-multi-bar",
        "luok-pinbar-signal",
        "daoshi-trend-confirmation"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-magnet-targets.zip",
      "url": "skill/brooks-magnet-targets",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-market-cycle-ai",
      "name": "brooks-market-cycle-ai",
      "description": "Brooks《价格行为学》市场循环与 Always In 方向判定——全体系的第一层：任一时刻市场必处于趋势或交易区间（Trend/TR 二分，无第三态）；90% 的 K 线在通道或区间中、仅 10% 处于强突破；Always In 强制选择参照系（\"若此刻必须持仓，我持多还是空\"），方向改变需要强反转+一根跟进K线双重确认；趋势惯性 80% 反转尝试失败；微通道=最强趋势态（连最低回调都造不出）；20期EMA 多周期嵌套（5/15/60分钟）作背景参照。触发词：现在是趋势还是震荡、市场循环、Always In、始终持仓方向、方向判断、强反转、跟进K线确认、微通道、时间框架怎么选、该看几分钟图、背景判定。本簇独占领地为\"当前市场状态判定与 Always In 方向裁决\"——单根K线形态识别与打分转 luok-pinbar-signal / morris-single-bar，蜡烛图形态有效性转 morris 系，指数牛熊阶段与量价确认转 daoshi 系（daoshi-market-stages / daoshi-trend-confirmation），2B 假突破结构定义转 sperandeo-2b-pattern，具体入场编号（H2/L2）转 brooks-bar-counting，突破确认细则转 brooks-breakout-80。状态机+强制选择参照系为本书独占领地，全书库十家中无一家做此框架。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "market-cycle",
        "always-in",
        "trend-tr-binary",
        "90-10-split",
        "follow-through",
        "micro-channel",
        "20-ema",
        "time-frame",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 市场周期（基750-753）/ Always In（基810-813）/ 突破与惯性（基910、1023）/ 时间框架（基357-359）/ 图表设置（基269-270）/ 微通道（基2059）；进阶篇（进34-35、1350、1365-1371）",
      "related_skills": [
        "brooks-signal-bars",
        "brooks-bar-counting",
        "brooks-breakout-80",
        "brooks-channel-types",
        "brooks-trading-range",
        "brooks-magnet-targets",
        "brooks-traders-equation",
        "brooks-mtr-reversal",
        "brooks-trader-psychology",
        "luok-pinbar-signal",
        "morris-single-bar",
        "morris-multi-bar",
        "daoshi-market-stages",
        "daoshi-trend-confirmation",
        "sperandeo-2b-pattern"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-market-cycle-ai.zip",
      "url": "skill/brooks-market-cycle-ai",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-mtr-reversal",
      "name": "brooks-mtr-reversal",
      "description": "Brooks《价格行为学》主要趋势反转（MTR）体系——把\"反转\"从主观印象压缩为可数K线清单：至少 5 根阴线（或等价 10 根K线交易区间）+ 跌破趋势线与均线 + 最好有缺口K线；概率跃迁 40%→60%（突破前入场约 40% 波段获利机会、强突破确认后升至 60%，代价是止损更远回报更小）；入场时市场仍 Always In Long 5 根以上则只有 40%，明显 Always In Short 后才有 60%。配套楔形三推族（三推+两线收敛+走势段递减）、80% 惯性默认（反转尝试大概率失败变旗形）、MTR 失败协议（60% 是小亏小赢，退出重进）。触发词：反转、MTR、主要趋势反转、5根阴线、楔形、三推、缺口K线、突破失败了、假突破、双顶双底、横盘了5根K线还成立吗。本簇只管\"反转结构与概率跃迁\"——吞没等形态有效性转 morris-multi-bar，2B 结构定义与止损位置转 sperandeo-2b-pattern（递进路由：2B 后横盘的概率确认归本簇），Always In 背景判定转 brooks-market-cycle-ai，方程计算转 brooks-traders-equation，反转后的目标位转 brooks-magnet-targets。反转结构的概率化判据为本书独占领地——morris 管形态命名、sperandeo 管 2B 结构定义，均无\"可数判据+概率跃迁\"框架。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "MTR",
        "major-trend-reversal",
        "five-bear-bars",
        "40-to-60-jump",
        "wedge",
        "three-push",
        "climax",
        "gap-bar",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "进阶篇 主要趋势反转（进47-58、1893-1897）；基础篇 主要趋势反转（基1893-1898）/ 楔形反转（基1977-1981）/ 惯性（基910）",
      "related_skills": [
        "brooks-market-cycle-ai",
        "brooks-traders-equation",
        "brooks-magnet-targets",
        "brooks-bar-counting",
        "brooks-signal-bars",
        "brooks-stop-position",
        "morris-multi-bar",
        "morris-single-bar",
        "sperandeo-2b-pattern",
        "luok-pinbar-signal",
        "daoshi-trend-confirmation"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-mtr-reversal.zip",
      "url": "skill/brooks-mtr-reversal",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-scaling-in",
      "name": "brooks-scaling-in",
      "description": "Brooks《价格行为学》分批建仓与交易类型纪律层——分批是专家工具不是放大器：计划三次逐步建仓时每次约1/3正常仓位，止损距离两倍时每仓压缩到1/6，\"逐步建仓但仓位太大=初学者最昂贵的单一错误\"。类型纪律是最大单一亏损来源：计划波段却按刮头皮管理（回调一恐慌就跑，截断50-60%概率的风险回报）、刮头皮被套后\"变成波段\"（无止损漂移）——糟糕管理是亏损主因而非错误入场，入场前定类型、出场规则与类型绑定、不能中途换轨。执行细节：第二次做空至少比第一次高4跳（=最小刮头皮间距）、第一次保本第二次赚1点；\"卖出收盘\"动能跟随技术（强阴线收盘卖出+限价单1点离场）。时段结束强制：时段顶部需要立即走出空头趋势才可持有，\"在最后一分钟获利了结\"。触发词：分批、分批建仓、逐步建仓、加仓、金字塔、第二次入场、第三次入场、仓位加减、刮头皮还是波段、计划波段做成刮头皮、中途换轨、卖出收盘、买入收盘、1点止盈、4跳间距、时段结束、收盘前平仓、加仓间距。本簇只管\"分批流程+类型纪律+时段强制\"——止损位置与1/6换算的结构原则转 brooks-stop-position，方程计算转 brooks-traders-equation，目标位转 brooks-magnet-targets，luok 家金字塔/烛经 probe 建仓流程转 luok-position-pyramid / liv-pyramid-probe。类型不可中途切换+分批规模硬约束+时段结束强制为本书独占领地。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "scaling-in",
        "scalp-swing-discipline",
        "no-switching",
        "4-tick-spacing",
        "1-point-exit",
        "sell-the-close",
        "end-of-session",
        "position-sizing"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 交易类型（基244、357、2413-2429）/ 刮头皮数学（基2468-2472）；进阶篇 卖出收盘（进1273-1277）/ 刮头皮量与尺寸（进1203-1207）/ 失败归因（进1283-1295、1336-1350）/ 时段（进79-101、1063-1066）",
      "related_skills": [
        "brooks-traders-equation",
        "brooks-stop-position",
        "brooks-magnet-targets",
        "brooks-trading-range",
        "luok-position-pyramid",
        "liv-pyramid-probe"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-scaling-in.zip",
      "url": "skill/brooks-scaling-in",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-signal-bars",
      "name": "brooks-signal-bars",
      "description": "Brooks《价格行为学》信号K线与进场K线二分体系——把\"形态\"拆成两根K线的功能分工：信号K线（触发依据，挂单参考极值）与进场K线（实际成交那根）；执行铁律：买入单挂信号K线高点上方 1 跳/1 点，卖出单挂低点下方 1 跳；信号K线质量取决于市场环境（context）而非形态本身——\"最好的信号K线是反转K线\"前提是环境有利；最强趋势K线恰是低概率+大风险的追高陷阱；只看两根K线不看整图是初学者最大亏损来源。触发词：信号K线、进场K线、入场K线、挂单挂在哪、1跳挂单、反转K线、这个K线能不能买、追大阳线、信号质量、设置质量。本簇只管\"入场两根K线的执行层与质量框架\"——Pinbar/锤子线等单根形态识别与打分转 luok-pinbar-signal / morris-single-bar，K线组合形态有效性转 morris-multi-bar，回调数几波（H2/L2）转 brooks-bar-counting，背景状态判定转 brooks-market-cycle-ai，止损位置转 brooks-stop-position，突破后 5 根内反向强趋势K线的突破存疑判定转 brooks-breakout-80。信号/进场二分+环境优先于形态的质量观为本书独占领地。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "signal-bar",
        "entry-bar",
        "one-tick-rule",
        "context-over-pattern",
        "execution",
        "bar-quality",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 信号K线与进场K线（基413-414）/ 时间框架（基359）/ 三角形（基530）/ 交易区间（基1619）；进阶篇 卖出收盘（进1273-1274）/ 失败归因（进1308、1344）",
      "related_skills": [
        "brooks-market-cycle-ai",
        "brooks-bar-counting",
        "brooks-breakout-80",
        "brooks-trading-range",
        "brooks-stop-position",
        "brooks-mtr-reversal",
        "luok-pinbar-signal",
        "morris-single-bar",
        "morris-multi-bar"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-signal-bars.zip",
      "url": "skill/brooks-signal-bars",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-stop-position",
      "name": "brooks-stop-position",
      "description": "Brooks《价格行为学》止损位置与风险换算层——\"止损的大小决定仓位的大小\"：先定结构合理的止损位置（逻辑位置如最后一次突破下方），再反推仓位使风险恒定，而不是用紧止损压缩风险。核心反例 skunk stop（臭鼬止损）：两个好止损位中间的坏位置——距离不够远（正常波动会打掉）又不够近（风险已不小），两头不讨好反复被止损侵蚀账户；正确原则是止损位置必须\"明显\"（结构上非此即彼）。心理止损悖论：止损必须在市场中（挂单存在）而不是在心里——心理止损从不被执行，一次巨亏抹掉之前20笔正确交易；配套三要素\"希望是基因；活着的懦夫比死去的英雄好；为赚钱不为原则战斗\"。风险换算规则组：宽止损=仓位减至1/2-1/3、止损加倍时每仓1/6正常规模、每笔2%账户风险上限（账户金额→风险金额换算：账户20万→单笔最多亏4000，初学者<1%）。触发词：止损、止损放哪、止损位置、skunk stop、臭鼬止损、心理止损、保护性止损、止损太远、止损太近、被止损了、止损被打掉趋势又恢复、仓位多大、仓位怎么算、2%规则、止损翻倍、账户20万单笔风险控制在多少、单笔最多亏多少、风险预算。本簇只管\"止损位置结构选择+风险换算+止损心理纪律\"——入场触发与信号K线执行转 brooks-signal-bars / luok-entry-stop，方程计算转 brooks-traders-equation，分批建仓纪律转 brooks-scaling-in，2B止损精确位置转 sperandeo-2b-pattern。止损位置的结构化选择与\"止损→仓位\"换算为本书独占领地——luok 管入场执行细节，无 skunk stop/风险恒定三角/心理止损悖论框架。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "stop-placement",
        "skunk-stop",
        "position-sizing",
        "constant-risk",
        "mental-stop",
        "1-6-rule",
        "2-percent-rule",
        "protection"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 风险与仓位（基2578-2582）/ 风险纪律（基2345-2353）；进阶篇 失败归因（进1318-1350、1355-1363）",
      "related_skills": [
        "brooks-traders-equation",
        "brooks-scaling-in",
        "brooks-mtr-reversal",
        "brooks-signal-bars",
        "brooks-trader-psychology",
        "luok-entry-stop",
        "sperandeo-2b-pattern",
        "yadang-mental-game"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-stop-position.zip",
      "url": "skill/brooks-stop-position",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-trader-psychology",
      "name": "brooks-trader-psychology",
      "description": "Brooks《价格行为学》交易者心理层——三种无知信念（亏损的信念根源）：①\"完美的设置存在\"（实际所有架构都有40%失败率）；②\"市场充满噪音\"（实际所有K线都是有效信息，所谓噪音只是尚未理解的结构）；③\"大多数时候只有多头或空头能赚钱\"（实际每次成交双方都理性、多空可同时拥有正交易者方程）。概率是最重要的变量也是所有情绪的根源——因为概率不确定且不可直接观察，人才会产生希望、恐惧、瘫痪；对策是把概率判断交给结构规则、把情绪从决策链中移除。市场生态位：价值投资者（低买高卖+限价单）vs 动能交易者（顺势突破+止损单），理解自己处于哪个生态位是风格选择前提。被困交易者强制离场：空头不迟于第3-4根连续阳线（收盘高位）出局。触发词：心态、心理、情绪、贪婪、恐惧、希望、瘫痪、不敢下单、追高、FOMO、害怕错过、完美设置、完美的交易存在吗、市场噪音、只有多头能赚钱吗、被套了怎么办、还有一波、幻想趋势永远涨、初学者为什么亏、我总在高点买入、止损下不了手、说到做不到、执行犹豫。本簇只管\"Brooks 结构化心理诊断（信念→情绪→行为链）+生态位定位\"——吞没等形态有效性转 morris-multi-bar（分裂路由：形态成立后的背景概率归 brooks），冥想/交易日记/情绪记录等一般化心理训练转心态类 skill（如 yadang-mental-game）；止损执行犹豫（发誓止损却下不去手）的心理侧归本簇——\"希望是基因\"，解药是挂单机制而非意志力，机制细节转 brooks-stop-position，概率情绪的方程侧转 brooks-traders-equation。基于市场结构（40-60带宽/80%规则/生态位分类）的心理诊断为本书独占领地。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "psychology",
        "three-false-beliefs",
        "probability-emotion",
        "trapped-trader",
        "pain-trade",
        "market-ecology",
        "FOMO",
        "discipline"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 市场环境（基139）/ 痛苦交易（基102-107）/ 概率与心理（基2355-2410）/ 交易区间（基1476）；进阶篇 失败归因（进1283-1396）",
      "related_skills": [
        "brooks-traders-equation",
        "brooks-stop-position",
        "brooks-market-cycle-ai",
        "morris-multi-bar",
        "yadang-mental-game",
        "luok-psychology-defense"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-trader-psychology.zip",
      "url": "skill/brooks-trader-psychology",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-traders-equation",
      "name": "brooks-traders-equation",
      "description": "Brooks《价格行为学》交易者方程——全书统一决策框架：(获胜概率)×(收益) > (亏损概率)×(风险)。三变量（概率/风险/回报）互相补偿：早入场低概率（40%）小风险大回报，晚入场高概率（60%+）大风险小回报，不存在三者同时最优的\"圣杯\"入场点。40-60规则：90%的K线在通道或交易区间中，任何架构胜率被压在40%-60%窄带内，必须用2倍风险回报比而非胜率取胜；只有10%强突破段概率才跃升至70-90%（此时1倍回报即够）。60%胜率仍可能亏钱（风险大于回报时方程为负），胜率不是改进方向。连亏的数学解读归本簇：40%胜率下连亏4笔的概率约13%（0.6⁴），属正常波动，先排除运气因素再怀疑系统。触发词：交易者方程、胜率、期望值、这笔交易划算吗、概率多少、风险回报比、盈亏比、多少胜率才能赚钱、40-60规则、止损2点止盈4点、早入场还是等确认、追突破值不值、刮头皮还是波段、限价单还是止损单、连亏正常吗、连亏4笔、系统是不是失效了。本簇只管\"方程计算与概率档位\"——信号K线形态质量转 brooks-signal-bars / morris 系，止损位置选择转 brooks-stop-position，分批建仓转 brooks-scaling-in，目标位（收益变量的来源）转 brooks-magnet-targets，强突破判定转 brooks-breakout-80，连亏后的系统复盘与改进流程转 luok-review-4elements（本簇只管连亏的数学正常性）。交易者方程的实时三变量权衡与40-60概率带宽为本书独占领地——morris-stat-rating 管历史统计评级、luok 管信号分值，均非实时方程计算；本 skill 是 Brooks 家所有架构（MTR、回调、突破、TR）的公共裁判层。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "traders-equation",
        "probability",
        "risk-reward",
        "40-60-rule",
        "60-percent-cap",
        "expectancy",
        "no-holy-grail",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 交易者方程（基2309-2312）/ 概率数学（基2322-2340）/ 订单类型（基2533-2536）/ 主要要点（基2393）；进阶篇 交易者方程开篇（进34-40）/ 强势空头突破（进341）/ 失败归因（进1283-1313）",
      "related_skills": [
        "brooks-mtr-reversal",
        "brooks-stop-position",
        "brooks-scaling-in",
        "brooks-magnet-targets",
        "brooks-breakout-80",
        "brooks-signal-bars",
        "brooks-market-cycle-ai",
        "brooks-trader-psychology",
        "morris-stat-rating",
        "luok-pinbar-signal",
        "gann-percent-retracement"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-traders-equation.zip",
      "url": "skill/brooks-traders-equation",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "brooks-trading-range",
      "name": "brooks-trading-range",
      "description": "Brooks《价格行为学》交易区间（TR）交易法——TR 操作总纲 BLSHS（Buy Low, Sell High, Scalp 低买高卖刮头皮）：因为 TR 中 80% 的突破尝试会失败、大部分走势迅速反转回入场点，所以只在区间底部买、顶部卖、刮头皮规模获利、拒绝波段持有；TR 三分之一概率分区：顶部 1/3 空头 60% 先赢、底部 1/3 多头 60% 先赢、中间 1/3 是 50/50 无人区（只在两端操作）；TR 中同一水平的第二次反向信号比第一次更可靠；空头等待 5-10 根K线观察突破能否失败；淡化突破（fade）押注失败、接受 20% 的痛苦突破亏损但有大利润垫底；初学者反面教材=顶部突破买入+底部突破卖出+波段持有。触发词：交易区间、震荡、横盘、区间震荡、高抛低吸、区间顶底、区间突破、区间怎么操作、盘整。本簇只管\"TR 内的操作框架\"——区间突破后的成败概率转 brooks-breakout-80，背景状态判定转 brooks-market-cycle-ai，区间内的信号K线执行转 brooks-signal-bars，目标位转 brooks-magnet-targets。BLSHS+三分之一概率分区的区间操作法为本书独占领地。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "trading-range",
        "TR",
        "BLSHS",
        "80-percent-fail",
        "thirds-probability",
        "second-signal",
        "fade-breakout",
        "scalp",
        "core-method"
      ],
      "source_book": "《价格行为学》 阿尔·布鲁克斯（Al Brooks，视频课程字幕+幻灯片，基础篇+进阶篇）",
      "source_chapter": "基础篇 交易区间（基750-752、1476、1618-1619）/ TR数学（基2413-2414）/ 突破（基1095-1097）/ 主要要点（基105、2393）；进阶篇 卖出收盘（进1273-1277）",
      "related_skills": [
        "brooks-market-cycle-ai",
        "brooks-breakout-80",
        "brooks-channel-types",
        "brooks-signal-bars",
        "brooks-magnet-targets",
        "brooks-traders-equation",
        "brooks-scaling-in",
        "brooks-bar-counting",
        "luok-key-level",
        "morris-single-bar",
        "morris-multi-bar"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/brooks-trading-range.zip",
      "url": "skill/brooks-trading-range",
      "series": "Brooks《价格行为学》",
      "seriesId": "brooks"
    },
    {
      "slug": "chanlun-trading-system",
      "name": "chanlun-trading-system",
      "description": "Use when analyzing A-share, HK-stock, ETF, index, or futures technical 走势 with 缠论/缠中说禅 concepts — 中枢, 级别, 分型, 笔, 线段, 背驰, 区间套, 三类买卖点, 持股/持币, 技术面复盘 — or when converting Chan theory into reproducible backtest rules. Research and study only; never issues stock tips or promises returns.",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/chanlun-trading-system.zip",
      "url": "skill/chanlun-trading-system",
      "series": "交易体系与实战流程",
      "seriesId": "playbook"
    },
    {
      "slug": "daoshi-market-stages",
      "name": "daoshi-market-stages",
      "description": "道氏理论牛熊三阶段模型与顶底识别。当用户问\"现在是牛市第几阶段/是不是末期\"\"人人炒股、成交量天量,是不是要见顶了\"\"熊市跌了这么久,能抄底了吗\"时调用;提供按参与动机划分的阶段定位清单、牛市末期7项征兆群与熊市末期4项征兆群,输出阶段定位+风险等级+下一个确认信号观察点,而非预测点位。不用于方向是否反转的判定(归 daoshi-trend-confirmation)、浪型计数与回调比例测算(归 luxiwu-wave-practical)、日内择时。触发词:牛市阶段、见顶、逃顶、抄底、熊市末期、投机过热、market stage、market top、bear market bottom、euphoria、bottom fishing。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "daoshi",
        "market-stages",
        "top-recognition",
        "bottom-recognition",
        "bubble-signs"
      ],
      "source_book": "道氏理论(珍藏版·中文版)",
      "source_chapter": "第8章 熊市、第9章 牛市(页65-82)",
      "related_skills": [
        "daoshi-trend-confirmation",
        "daoshi-volume-confirm",
        "daoshi-news-discount",
        "luxiwu-wave-practical"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/daoshi-market-stages.zip",
      "url": "skill/daoshi-market-stages",
      "series": "道氏理论",
      "seriesId": "daoshi"
    },
    {
      "slug": "daoshi-news-discount",
      "name": "daoshi-news-discount",
      "description": "用户看到利好/利空新闻（央行降息、政策、财报、地缘事件）想知道该不该据此买卖，或困惑\"为什么利好出台股市不涨反跌\"、\"为什么大盘对坏消息无动于衷\"，或习惯性浏览新闻寻找交易依据时使用。本 skill 提供道氏理论 1900 年代原版的消息评估方法：价格先于新闻、消息见报即被消化、评估消息看市场反应而非消息属性、以市场对利空的免疫程度反推熊市阶段。不适用于：新闻内容摘要、事件背景介绍等信息检索需求（那是百科/资讯类 skill 的工作）；突发天灾人祸（道氏理论自身排除）。触发词：利好、利空、消息面、出尽、消化、降息该买吗、price in、discount、good news、bad news、market reaction、news trading。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "news",
        "discounting",
        "leading-indicator",
        "dow-theory",
        "market-reaction"
      ],
      "source_book": "《道氏理论（珍藏版·中文版）》 罗伯特·雷亚 整理（查尔斯·道 / 威廉·彼得·汉密尔顿 原始评论）",
      "source_chapter": "第 4 章 平均价格指数消溶一切（页 30-40）；另见第 18 章投机交易、第 19 章股市哲学",
      "related_skills": [
        "daoshi-trend-confirmation",
        "daoshi-market-stages",
        "daoshi-speculation-discipline"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/daoshi-news-discount.zip",
      "url": "skill/daoshi-news-discount",
      "series": "道氏理论",
      "seriesId": "daoshi"
    },
    {
      "slug": "daoshi-secondary-movement",
      "name": "daoshi-secondary-movement",
      "description": "道氏理论三种运动分解与次级反应运动量尺。当用户问\"这是回调还是反转\"\"牛市里急跌正常吗\"\"熊市反弹能走多远\"时调用。触发词：次级反应运动、回调、反弹、三种运动、量尺、安全阀、secondary reaction、pullback、correction、retracement、primary vs secondary movement。不适用于：预测回调的精确起点终点（道氏明言次级运动起点\"根本不可能在任何精度上进行确定\"）、日内交易、把固定比例当精确点位。核心量尺：持续 3 周至 3 个月（平均约 52 天）；回撤前段趋势行程的 33%-66%（平均 57.6%）；逆势速度显著快于顺势；回调缩量＝趋势健康。在量尺内→按旧趋势的次级运动对待；超出量尺→移交反转确认程序（daoshi-trend-confirmation）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "secondary-reaction",
        "three-movements",
        "pullback",
        "retracement-band",
        "dow-theory"
      ],
      "source_book": "《道氏理论（珍藏版·中文版）》罗伯特·雷亚（著），刘志刚（译），地震出版社",
      "source_chapter": "第6章 道氏的三种运动（页55）、第10章 次级反应运动（页85-95）、第11章 日间波动（页115-117）、第15章 成交量与价格运动的关系（页148-149）",
      "related_skills": [
        "daoshi-trend-confirmation",
        "daoshi-volume-confirm",
        "daoshi-market-stages",
        "luxiwu-trend-determination"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/daoshi-secondary-movement.zip",
      "url": "skill/daoshi-secondary-movement",
      "series": "道氏理论",
      "seriesId": "daoshi"
    },
    {
      "slug": "daoshi-speculation-discipline",
      "name": "daoshi-speculation-discipline",
      "description": "道氏理论投机生意论与执行纪律。当用户问\"系统信号和自己观点冲突听谁的\"\"要不要摊平\"\"浮盈该不该金字塔加仓\"\"止损出来后怎么办\"\"一年翻倍现实吗\"\"仓位大到睡不着\"时调用;提供生意定位三审(可承受损失/睡得着/12%预期)、顺势加仓禁摊平、观点vs信号裁决表、三选一复盘归因。核心锚点\"信系统胜过自信\"。不用于方向判定(归道氏判定类skill)、情绪危机处置(归luok-psychology-defense)、仓位公式化计算。触发词:摊平、加死码、止损后怎么办、翻倍现实吗、信号和判断打架、睡不着、average down、pyramid、after stop loss、system vs gut。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "daoshi",
        "speculation",
        "discipline",
        "position-sizing",
        "system-over-self"
      ],
      "source_book": "道氏理论(珍藏版·中文版)",
      "source_chapter": "第18章 投机交易、第19章 股市哲学(页157-181)",
      "related_skills": [
        "daoshi-trend-confirmation",
        "daoshi-news-discount",
        "luok-psychology-defense",
        "luxiwu-trading-psychology"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/daoshi-speculation-discipline.zip",
      "url": "skill/daoshi-speculation-discipline",
      "series": "道氏理论",
      "seriesId": "daoshi"
    },
    {
      "slug": "daoshi-trend-confirmation",
      "name": "daoshi-trend-confirmation",
      "description": "道氏理论趋势判定核心：用「高低点结构＋双指数互相验证」确认主要趋势方向与反转，不画线、不预测点位。当用户问\"现在是牛市还是熊市\"\"趋势反转了吗\"\"一个指数创新高另一个没跟，算突破吗\"时调用。触发词：趋势判定、高低点、互相验证、双指数确认、道氏理论、primary trend、Dow theory、trend confirmation、higher highs higher lows、mutual confirmation。不适用于：日内交易（单日推论几乎必然误导）、个股买卖点（用于个股会出现严重误导）、精确点位与时间预测。用户提\"趋势线/拐点线\"请转 luxiwu-trend-determination，提\"水平位/关键位\"请转 luok-key-level。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "trend-confirmation",
        "higher-highs-lower-lows",
        "dual-index-confirmation",
        "dow-theory",
        "trend-reversal"
      ],
      "source_book": "《道氏理论（珍藏版·中文版）》罗伯特·雷亚（著），刘志刚（译），地震出版社",
      "source_chapter": "第12章 两个平均价格指数必须互相确认（页119-124）、第13章 确定趋势（页125-133）、第16章 双顶和双底（页155-158）、第5章 道氏理论并非总是正确（页45-51）",
      "related_skills": [
        "daoshi-secondary-movement",
        "daoshi-volume-confirm",
        "daoshi-market-stages",
        "luxiwu-trend-determination",
        "luok-key-level"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/daoshi-trend-confirmation.zip",
      "url": "skill/daoshi-trend-confirmation",
      "series": "道氏理论",
      "seriesId": "daoshi"
    },
    {
      "slug": "daoshi-volume-confirm",
      "name": "daoshi-volume-confirm",
      "description": "用户询问成交量与价格的关系（量价背离、缩量、放量、量能萎缩），或持仓中遇到\"指数涨不动也没跌\"需要诊断市场状态，或需要判断牛市回调是否结束、熊市反弹是否见顶时使用。本 skill 提供道氏理论第 15 章的量价验证体系：超买超卖量能行为规则、次级回调三步确认法、牛市低量始高量终、熊市反弹量枯卖出。不适用于：无成交量数据的标的（部分指数现货/外汇）、日内超短线、脱离价格结构的独立量能分析。触发词：成交量、量价、缩量、放量、无量反弹、量价背离、量能、沉闷市场、volume、volume divergence、shrinking volume、volume-price relationship、volume dries up、overbought oversold。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "volume",
        "overbought-oversold",
        "confirmation",
        "secondary-movement",
        "dow-theory"
      ],
      "source_book": "《道氏理论（珍藏版·中文版）》 罗伯特·雷亚 整理（查尔斯·道 / 威廉·彼得·汉密尔顿 原始评论）",
      "source_chapter": "第 15 章 成交量与价格运动的关系（页 145-151）；另见第 8 章熊市、第 10 章次级反应运动",
      "related_skills": [
        "daoshi-trend-confirmation",
        "daoshi-secondary-movement",
        "daoshi-market-stages"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/daoshi-volume-confirm.zip",
      "url": "skill/daoshi-volume-confirm",
      "series": "道氏理论",
      "seriesId": "daoshi"
    },
    {
      "slug": "earnings-tracker",
      "name": "earnings-tracker",
      "description": "AI 驱动的财报追踪器，自动扫描 A 股/美股财报日历，推送重要财报更新",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.1.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/earnings-tracker.zip",
      "url": "skill/earnings-tracker",
      "series": "A股复盘工具",
      "seriesId": "ashare"
    },
    {
      "slug": "equity-fund-asset-allocation",
      "name": "equity-fund-asset-allocation",
      "description": "权益基金资产配置分析。分析基金大类资产仓位管理、A/H配置比例和择时能力（C-L/H-M/T-M模型）。触发词包括：资产配置、仓位、股票仓位、择时、仓位择时、高仓位还是灵活调仓、A股港股比例、加仓减仓。只要用户想了解某只基金的仓位管理特征或经理择时能力，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-asset-allocation.zip",
      "url": "skill/equity-fund-asset-allocation",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-attribution-analysis",
      "name": "equity-fund-attribution-analysis",
      "description": "权益基金 Brinson 业绩归因。拆解基金超额收益来源，判断收益来自行业配置、个股选择还是仓位效应，支持单期BF方案和多期GRAP链接。触发词包括：业绩归因、Brinson、归因分析、超额收益来源、为什么跑赢、为什么跑输、配置收益、选股收益、哪些行业贡献了超额。只要用户想知道某只基金超额收益的来源拆解，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-attribution-analysis.zip",
      "url": "skill/equity-fund-attribution-analysis",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-compare",
      "name": "equity-fund-compare",
      "description": "基金对比（高阶编排）。在统一口径下横向比较多只主动权益基金的业绩、风险回撤、风格定位、行业配置和持仓重合度，辅助候选基金PK和替换决策。触发词包括：基金对比、对比这几只基金、A和B哪个好、基金PK、横向比较、替换评估、二选一、候选基金比较。只要用户给出两只以上基金要求比较，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-compare.zip",
      "url": "skill/equity-fund-compare",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-crowding-analysis",
      "name": "equity-fund-crowding-analysis",
      "description": "行业/个股公募基金持仓拥挤度分析。根据主动权益基金持仓分析申万一级行业或单只股票的机构拥挤度及历史变化。触发词包括：拥挤度、持仓拥挤、机构扎堆、公募持仓比例、行业热度、XX行业公募配置多不多、这只股票基金持仓变化。只要用户想判断某行业或个股的公募持仓热度，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-crowding-analysis.zip",
      "url": "skill/equity-fund-crowding-analysis",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-industry-analysis",
      "name": "equity-fund-industry-analysis",
      "description": "权益基金行业配置分析。分析单只权益基金的申万一级行业配置（A+H合并视图）、行业集中度、主题属性判定和行业轮动特征。触发词包括：行业配置、重仓行业、行业集中度、主题基金、行业轮动、投了哪些行业、行业暴露、A+H配置。只要用户想了解某只基金的行业分布或行业变化，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-industry-analysis.zip",
      "url": "skill/equity-fund-industry-analysis",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-intraday-nav",
      "name": "equity-fund-intraday-nav",
      "description": "盘中净值估算。基于最新季报持仓和A股实时行情估算主动权益基金的盘中净值和当日涨跌幅，服务交易时段实时跟踪。触发词包括：盘中净值、今天这只基金涨跌多少、实时估值、基金今天表现、组合今天怎么样、估算净值。只要用户在交易时段想知道主动基金的当日大致涨跌，即触发本 skill。适用于普通股票型、偏股混合型、灵活配置型。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-intraday-nav.zip",
      "url": "skill/equity-fund-intraday-nav",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-investability",
      "name": "equity-fund-investability",
      "description": "权益基金可投资性分析。从规模、申赎流动性、机构认可度、经理稳定性、投资范围五个维度评估基金是否具备机构配置的基础条件，输出准入评级。触发词包括：可投资性、能不能投、适不适合机构配置、准入、清盘风险、限购、规模风险、基金池准入、前置筛查。只要用户想判断某只基金是否满足配置准入条件，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-investability.zip",
      "url": "skill/equity-fund-investability",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-manager-consistency",
      "name": "equity-fund-manager-consistency",
      "description": "基金经理言行一致分析（高阶编排）。将基金经理的公开陈述与实际投资行为做系统性对照，评估观点一致性和框架一致性，输出可校验、可评分的可信度结论。触发词包括：言行一致、说的和做的一致吗、观点验证、经理可信度、口是心非、定报说看好但有没有买、框架一致性。只要用户想校验经理观点与实际操作的匹配度，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-manager-consistency.zip",
      "url": "skill/equity-fund-manager-consistency",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-manager-latest-viewpoints",
      "name": "equity-fund-manager-latest-viewpoints",
      "description": "基金经理最新观点搜集与整理。多渠道检索基金经理公开观点（定期报告回顾展望、采访、路演、媒体材料）并结构化提取市场判断、行业观点、组合操作和投资框架。触发词包括：基金经理观点、经理怎么看、最新观点、投资框架、市场判断、定报展望、经理访谈、路演纪要。只要用户想了解某位基金经理的公开观点或投资思路，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-manager-latest-viewpoints.zip",
      "url": "skill/equity-fund-manager-latest-viewpoints",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-manager-portrait",
      "name": "equity-fund-manager-portrait",
      "description": "基金经理画像（高阶编排）。以基金经理为研究对象，整合履历、观点、代表产品和实际投资行为，输出六维画像。触发词包括：基金经理画像、这位经理怎么样、经理研究、刻画XX经理、经理能力圈、了解一下这个基金经理。只要研究对象是\"人\"（基金经理）而非单只产品，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-manager-portrait.zip",
      "url": "skill/equity-fund-manager-portrait",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-manager-self-review",
      "name": "equity-fund-manager-self-review",
      "description": "基金经理自我复盘（高阶编排）。面向主动权益基金经理本人，回顾自己产品管理中的得失，沉淀经验、识别盲区、优化后续操作。触发词包括：自我复盘、复盘我的基金、投资复盘、回顾我这只产品、我的操作复盘、管理得失。只要用户以基金经理/管理人身份复盘自己的产品，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-manager-self-review.zip",
      "url": "skill/equity-fund-manager-self-review",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-performance",
      "name": "equity-fund-performance",
      "description": "权益基金历史业绩评价。评价单只主动权益基金的历史业绩、风险收益特征、业绩持续性和同类竞争力。触发词包括：基金业绩、业绩评价、风险收益、夏普、最大回撤、超额收益、业绩持续性、同类排名、这只基金表现怎么样、收益是不是靠运气、XX基金值不值得买（业绩维度）。只要用户给出基金代码/名称并想了解其历史表现或风险收益特征，即触发本 skill，无论是否明确说\"业绩评价\"。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-performance.zip",
      "url": "skill/equity-fund-performance",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-product-report",
      "name": "equity-fund-product-report",
      "description": "基金产品评价报告（高阶编排）。一键生成单只基金的完整产品研究/尽调/汇报材料，编排业绩、风格、行业、资产配置、归因、交易行为、可投资性和经理观点全部八个子模块，输出综合分析报告。触发词包括：基金产品评价报告、完整分析这只基金、尽调材料、基金尽调、给我一份XX基金的全面分析、产品研究报告、投委会材料、基金池准入报告。只要用户想要单只基金的全面综合分析（而非单一维度），即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-product-report.zip",
      "url": "skill/equity-fund-product-report",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-similar-search",
      "name": "equity-fund-similar-search",
      "description": "相似/竞品基金搜索。为某只基金寻找风格和配置相似的替代基金，或为基金经理寻找竞品。触发词包括：相似基金、竞品基金、替代基金、这只基金限购了有没有类似的、和XX基金差不多的、找竞品、替代筛选。只要用户想找某只基金的相似标的或竞品，即触发本 skill。适用于普通股票型、偏股混合型、灵活配置型。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-similar-search.zip",
      "url": "skill/equity-fund-similar-search",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-style-analysis",
      "name": "equity-fund-style-analysis",
      "description": "权益基金投资风格分析。识别单只基金的投资风格定位（晨星九宫格）、风格稳定性、风格漂移、抱团度和拥挤度。触发词包括：投资风格、风格分析、九宫格、价值还是成长、大盘还是小盘、风格漂移、抱团、这只基金是什么选股风格、风格稳不稳定。只要用户想了解某只基金的选股风格特征或风格变化，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-style-analysis.zip",
      "url": "skill/equity-fund-style-analysis",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-theme-search",
      "name": "equity-fund-theme-search",
      "description": "概念/行业/板块基金搜索。搜索指定主题、行业或概念暴露最高的主动权益基金，用于主题行情下快速选基和构建候选池。触发词包括：找XX概念的基金、光模块基金、低空经济基金、AI基金有哪些、哪些基金重仓XX行业、主题基金搜索、行业基金遴选、按主题选基。只要用户想按概念/行业/板块筛选主动基金，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-theme-search.zip",
      "url": "skill/equity-fund-theme-search",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-fund-trading-behavior-analysis",
      "name": "equity-fund-trading-behavior-analysis",
      "description": "权益基金交易行为分析。描绘基金经理的换手率、持股周期、左侧/右侧交易偏好和隐形交易能力（Return Gap）。触发词包括：交易行为、换手率、持股周期、左侧右侧、追涨、逆势、调仓风格、隐形交易、经理怎么交易。只要用户想了解某只基金经理的交易习惯和调仓特征，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-fund-trading-behavior-analysis.zip",
      "url": "skill/equity-fund-trading-behavior-analysis",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "equity-single-fund-report-analysis",
      "name": "equity-single-fund-report-analysis",
      "description": "单只基金定报分析。对单只基金的最新定期报告做深度跟踪：多期仓位趋势、行业配置变迁、重仓股变动（新进/增持/减持/清仓）和集中度变化。触发词包括：这只基金季报、单基金定报、最近一季有没有调仓、重仓股变了吗、集中度、定报点评、基金池跟踪、XX基金最新持仓。只要用户想跟踪单只基金的定期报告变化，即触发本 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/equity-single-fund-report-analysis.zip",
      "url": "skill/equity-single-fund-report-analysis",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "fund-research-planner",
      "name": "fund-research-planner",
      "description": "主动权益基金研究任务规划（路由入口）。解析用户关于基金研究的需求（单基金分析、经理研究、对比、搜索、市场扫描等），从基金研究SKILL体系的19个skill中匹配最合适的一个或多个，先输出结构化方案供用户确认，确认后编排执行。触发词包括：帮我研究一下XX基金、基金研究、我想分析基金但不知道从哪开始、基金分析怎么做、以及任何涉及公募基金/主动权益基金但意图不明确、可能需要多个分析维度的请求。当用户的基金类需求模糊或横跨多个维度时，优先触发本 skill 而非直接猜某个子 skill。",
      "group": "基金 / 权益研究",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/fund-research-planner.zip",
      "url": "skill/fund-research-planner",
      "series": "基金研究工作台",
      "seriesId": "fund"
    },
    {
      "slug": "gann-capital-rules",
      "name": "gann-capital-rules",
      "description": "江恩《华尔街45年》24守则的资金与行为纪律体系——资金十等份（单笔敞口≤总资金1/10）、止蚀单点位化（成交价下方3-5点、初始1-3点）、3点利润保护与止蚀上移、盈余账户制度（利润隔离，九家独有）、永不摊平、追缴保证金即清仓、对冲禁令、联合账户禁令、年25%复利预期锚、分级加码（3/5/7/10/12点）；亏钱三主因（过度交易/无止蚀/无知）。触发词：资金十等份、止蚀单、止蚀3点5点、保本止蚀、盈余账户、摊平、补仓、追加保证金、追保、对冲、联合账户、复利、一年赚多少合理、永不摊平、24守则、为什么亏钱。江恩口径=守则枚举禁令+点位化止蚀+盈余账户——\"该不该摊平/该不该补钱/收到追保通知怎么办/盈利后该不该加大投入\"这类直接行动裁决归本 skill（守则条文直接给答案：永不摊平/追保即清仓/获利后增仓受守则24约束），仅当问\"我为什么管不住手/心态层面\"的心理机制才转 liv-money-discipline；问30%分摊法转 luxiwu-money-management，问2-3%单笔风险转 sperandeo-capital-rules，问7-8%锚定买入价的固定百分比止损转 oneil-stop-loss-8（江恩锚点数3-5点与百分比并用，与欧奈尔口径互为转介）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "capital-rules",
        "stop-loss",
        "money-management",
        "discipline",
        "surplus-account",
        "core-method"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第一章 / 第二章（24守则·资本的安全·止蚀单·保护盈利·何时加码·如何回应追加保证金的通知·联合帐户）",
      "related_skills": [
        "gann-trend-rules",
        "gann-speculator-lessons",
        "gann-oversold-stocks",
        "liv-money-discipline",
        "luxiwu-money-management",
        "sperandeo-capital-rules",
        "oneil-stop-loss-8"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-capital-rules.zip",
      "url": "skill/gann-capital-rules",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-double-top-bottom",
      "name": "gann-double-top-bottom",
      "description": "江恩《华尔街45年》带容差量化的双顶/双底/三重顶底体系——双头多数在1-2点容差内形成 （平均指数极端3-5点、个股2-3点），双底可比前底低（平均指数4-5点、个股约2点）仍算有效； 第三次到达同一位置=最安全买卖位置（离开形态快）；第四次到达同一价位几乎必突破，必须放弃 \"还会弹回去\"的预期；有效突破以5点衡量（越过老顶5点以上/跌破老底5点以下才算确切转势）； 旧顶被有效突破后角色翻转（顶变底、底变顶）；止蚀挂形态外1-3点。触发词：双顶、双底、双重 顶、三重顶、三重底、W底、M头、第二次测试、第三次测试、第四次到达、假突破、跌破前低、 顶变底。问K线组合形态（吞没/刺透/乌云盖顶）转 morris-multi-bar；问单根影线信号转 luok-pinbar-signal；问欧奈尔周线双重底底架（区域结构+洗筹+量能确认，买点在W中部高点或柄 部顶点）转 oneil-cup-handle；问阻力位百分比计算转 gann-percent-retracement；趋势判定12 规则全集转 gann-trend-rules。容差量化（1-2点/4-5点）与\"第四次必突破\"为江恩独家口径。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "double-top",
        "double-bottom",
        "triple-top",
        "triple-bottom",
        "tolerance-band",
        "fourth-touch",
        "role-reversal",
        "gann"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第二章 规则1-2（页 8-10）与双头和双底的意义（页 9）；第四章（页 42-46）；第四章（页 87）",
      "related_skills": [
        "morris-multi-bar",
        "luok-pinbar-signal",
        "oneil-cup-handle",
        "gann-percent-retracement",
        "gann-trend-rules",
        "gann-swing-statistics",
        "gann-volume-confirm",
        "gann-month-stats"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-double-top-bottom.zip",
      "url": "skill/gann-double-top-bottom",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-month-stats",
      "name": "gann-month-stats",
      "description": "江恩《华尔街45年》第八章的月份级顶底统计——1881-1949年35轮行情见顶月份统计（9月8次 最多、8月0次从未见顶；牛市运行已久时9月是头号警惕月份）+36轮熊市见底月份统计（11月/7月 为熊市终结月——文字口径11月6次、7月5次；4/6/12月各4次次之；1月与9月对熊市结束最不重 要）。本簇回答\"一年里几月容易出极限顶/底\"这一件事，素材严格限于上述两套统计。触发词： 几月见顶、几月见底、顶部月份、底部月份、月份统计、9月顶部、8月没顶、11月见底、7月见底、 熊市几月结束。问\"每月几号易变盘\"（季节性日期）、\"离顶底几天变盘\"（转势天数）、周年纪念 日等日/周级时间窗口转 gann-time-cycle（划界：本簇=月份级统计，彼=日/周级窗口）；问阻力 位计算转 gann-percent-retracement，问趋势规则转 gann-trend-rules。九家其余已蒸馏体系均无 月份级顶底统计领地，无撞车。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "month-statistics",
        "seasonal-tops",
        "seasonal-bottoms",
        "september-top",
        "november-bottom",
        "gann"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第八章 出现极限最高点和最低点的月份（页 146-150：35轮顶部统计在页 147-148，36轮熊市见底统计在页 149-150）",
      "related_skills": [
        "gann-time-cycle",
        "gann-double-top-bottom",
        "gann-percent-retracement",
        "gann-trend-rules"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-month-stats.zip",
      "url": "skill/gann-month-stats",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-oversold-stocks",
      "name": "gann-oversold-stocks",
      "description": "江恩《华尔街45年》第十五章超跌股博弈——超跌股的界定：从自身高点下跌75%-90%、跌幅 远超指数的股票（1946年指数仅回撤25%时大量个股已跌75%-90%）；博弈对象严格限定成长性 行业（航空工业\"没有被套牢……会成为未来的领涨股\"），而非单纯低价；核心前提是股市领先 经济周期6个月以上（买预期修复，非当前业绩）；需配地量积累与独立行情判据；与守则19 \"永不因为股价低而买入\"构成张力——超跌的理由是\"成长行业错杀\"而非\"便宜\"。触发词：超跌、 跌了八九成、腰斩再腰斩、错杀、抄底、下落的刀、便宜股票能不能买、指数没跌多少个股跌90%。 问买强势股/RS评级/领导股转 oneil-rs-leader（与超跌博弈正反两面、各自独立成立）；问\"创新 高太贵不敢买\"转 oneil-new-high（守则19前提：本簇管\"何时买跌透的\"，非鼓吹买低价）；问地量 见底的量能演化链转 gann-volume-confirm；问独立行情个股转 gann-trend-rules。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "oversold-stocks",
        "deep-discount",
        "growth-industry",
        "crash-buying",
        "cycle-lead",
        "gann"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第十五章 超跌的股票（页 201-206）",
      "related_skills": [
        "oneil-rs-leader",
        "oneil-new-high",
        "gann-volume-confirm",
        "gann-trend-rules",
        "gann-capital-rules"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-oversold-stocks.zip",
      "url": "skill/gann-oversold-stocks",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-percent-retracement",
      "name": "gann-percent-retracement",
      "description": "江恩《华尔街45年》百分比阻力位体系——以历史极限高低点为基数、按固定百分比序列投影未来支撑/阻力：50%最重要（半分位是平衡点），其次100%倍数（200%-600%），再25%/12.5%/33.3%/66.6%；粗序列5-8%/10-12%/20-25%/33-37%/45-50%/62-67%；5点突破确认规则；整数关口（100/200/300点）；\"顶算底\"跨周期推演（195.50×50%=97.75，实际1938年底97.50）；1929-1949年道指全部大顶大底的百分比复盘（386.10三重阻力/40.56四重支撑/213.36大区间中点）。触发词：百分比阻力、50%回撤、半分位、阻力位怎么算、支撑位计算、突破了怎么看下一站、突破有效吗、穿越多少点才算真突破、整数关口、200点关口、历史高低点算阻力。江恩口径=历史极值×固定比率的可提前批量计算体系——\"价格穿越阻力位/老顶/老底多少点才算有效突破\"的5点确认规则归本 skill（穿越不足5点视为噪音；gann-double-top-bottom 只管双头顶/双底两顶之间的形态容差，不管突破有效性判定）；问水平关键位的供需/密集成交区逻辑转 luok-key-level，问趋势线/拐点结构转 luxiwu-trend-determination 或 sperandeo-123-trend，问时间窗口转 gann-time-cycle，问3日图/9点图确认转 gann-trend-rules。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "percent-retracement",
        "resistance-levels",
        "price-levels",
        "quant-method",
        "core-method"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第四章 最高价和最低价的百分比 / 第二章 规则3 / 第五章 升势和跌势中的整数关",
      "related_skills": [
        "gann-trend-rules",
        "gann-time-cycle",
        "gann-double-top-bottom",
        "gann-speculator-lessons",
        "gann-swing-statistics",
        "gann-month-stats",
        "luok-key-level",
        "luxiwu-trend-determination",
        "sperandeo-123-trend"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-percent-retracement.zip",
      "url": "skill/gann-percent-retracement",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-speculator-lessons",
      "name": "gann-speculator-lessons",
      "description": "江恩《华尔街45年》第十四章大炒家兴衰史与附录二1909年《Ticker》访谈见证——具名历史案例库：莱特囤积小麦破产（1.00→1.85美元）、萨利拉抬棉花爆仓、普莱斯过度买入破产后最伟大复起、斯凯勒斯赚钱后换方法、利弗莫尔\"从不学保存资金\"、乔丹满仓对面没买家（3,928→2,310点）；访谈见证：25个交易日286次交易264次获利（92.8%）、吉利证词精确到1/8美元的点位预测、9月小麦最后一天1.20美元。双主题=\"史上最强交易者为何破产\"（死因归因）+\"江恩方法有效性第三方见证\"。触发词：利弗莫尔为什么破产、大炒家、江恩自己赚过钱吗、286次交易、历史见证、羊羔、通晓一切、别人替我思考。江恩口径=真实人名+可考事件+死因归因的历史案例维度——问一般交易者的心理状态机转 yadang-mental-game，问19种错误清单+验尸复盘转 oneil-mistake-audit，问止蚀/摊平/追保的守则条文与点位数字转 liv-money-discipline 与 gann-capital-rules。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "speculator-lessons",
        "historical-cases",
        "psychology",
        "failure-patterns",
        "testimonial",
        "core-method"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第十四章 历史上的大炒家 / 附录二 江恩访谈录 / 第二章 人的因素——最大的弱点",
      "related_skills": [
        "gann-capital-rules",
        "gann-trend-rules",
        "yadang-mental-game",
        "oneil-mistake-audit",
        "liv-money-discipline"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-speculator-lessons.zip",
      "url": "skill/gann-speculator-lessons",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-swing-statistics",
      "name": "gann-swing-statistics",
      "description": "江恩《华尔街45年》第七章的37年大样本摆动幅度统计——1912.10.8-1949.6.14共464次9点 及以上市场运动的量级分布（10-21点271次约占50%、21-31点61次约四分之一，大多数趋势运动 介于9-31点）；9点强弱分水岭（熊市反弹不足9点=弱势将走低、牛市调整不足9点=强势将走高）； 10→20→30-31点量级链；45点以上极端运动仅见于1929年级别市场；配套工具3日图（按时间过滤） 与9点转向图（按幅度过滤）的二维确认；日运动2点以上的速度警戒。触发词：9点、摆动、反弹 多少点、调整幅度、3日图、9点转向图、一轮行情走多少点、涨10点看多少、日运动2点。问时间 窗口（变盘日期、转势天数、周期）转 gann-time-cycle；问百分比阻力位计算转 gann-percent-retracement；问双顶双底形态转 gann-double-top-bottom；趋势判定12规则全集 转 gann-trend-rules。大样本波动幅度统计为九家已蒸馏体系中江恩独有领地，无撞车。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "swing-statistics",
        "9-point-rule",
        "3-day-chart",
        "swing-chart",
        "magnitude-chain",
        "gann"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第七章 道琼斯30种工业股平均指数的3日图和9点转向图（页 84-146，统计在页 144）；第二章 规则12 快速运动（页 17-18）",
      "related_skills": [
        "gann-trend-rules",
        "gann-time-cycle",
        "gann-percent-retracement",
        "gann-double-top-bottom",
        "gann-volume-confirm"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-swing-statistics.zip",
      "url": "skill/gann-swing-statistics",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-time-cycle",
      "name": "gann-time-cycle",
      "description": "江恩《华尔街45年》时间周期体系（九家已蒸馏体系中唯一系统化的时间日历）——从重要顶底起算的时间窗口：转势天数9组窗口（7-12/18-21/28-31/42-49/57-64/85-92/112-120/150-157/175-185天）、季节性日期（每月固定变盘段，1月7-10日与19-24日全年最重要、9月3-10日顶部高发）、周年纪念日（历史顶底同月同日）、时间链条（30天→6-7周、45-49天→60-70天）、30-70天运动周期、292次统计中11-35天过半、时间失衡判别（本次超越前次=转势）、三周调整规则；总纲\"时间使价格失去平衡\"。触发词：时间周期、变盘日、转势天数、季节性日期、周年纪念日、多少天变盘、时间窗口、为什么9月容易出顶、离开顶部多少天、时间失衡。江恩口径=从顶/底起算的日/周级窗口查表体系——问\"几月出极限顶底\"的月份级统计转 gann-month-stats（互写转介），问\"在哪里\"的百分比价位转 gann-percent-retracement，问\"信号是否成立\"的3日图/9点图确认转 gann-trend-rules，问成交量转 gann-volume-confirm。仅基于本书\"规则与时间周期\"语料，不涉及任何几何类工具。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "time-cycle",
        "seasonal-dates",
        "anniversary",
        "swing-days",
        "quant-method",
        "core-method"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第二章 规则4/规则8 时间周期 / 第九章 周年纪念日 / 第五章 短期价格调整的时间周期",
      "related_skills": [
        "gann-percent-retracement",
        "gann-trend-rules",
        "gann-month-stats",
        "gann-volume-confirm",
        "gann-speculator-lessons",
        "gann-swing-statistics"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-time-cycle.zip",
      "url": "skill/gann-time-cycle",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-trend-rules",
      "name": "gann-trend-rules",
      "description": "江恩《华尔街45年》第二章交易股票的12条规则——趋势的规则化判定体系：高低点依次上移/下移的趋势定义、市场分3-4段运动、次级回调后的最安全买点（筑底→反弹→次级调整→更高底→突破反弹顶）、单底/双底/三重底买入、2日回调与2日反弹周期、3日图破位信号（跌破3日底看更低/突破3日顶看续涨）、独立行情个股（不跟大盘跟个股）、图表分级（月线/周线/日线）、\"永远顺势+永不因价格高低逆势\"。输出\"趋势是否反转\"的规则化判定。触发词：趋势反转、高低点结构、跌破前低、3日图、2日回调、次级调整、最安全买点、独立行情、市场分段、趋势确认要几天。江恩口径=单指数+明确数字规则（2日/3日/3日图/9点图的量化触发）——问双指数互证+牛熊阶段征兆群转 daoshi-trend-confirmation，问趋势改变三条件分级转 sperandeo-123-trend，问趋势线+拐点线画法转 luxiwu-trend-determination，三家口径互异互为转介。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "trend-rules",
        "trend-confirmation",
        "chart-tools",
        "entry-signals",
        "core-method"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第二章 交易股票的12条规则 / 第三章 如何挑选有独立行情的个股 / 第七章 3日或3日以上的市场运动",
      "related_skills": [
        "gann-capital-rules",
        "gann-percent-retracement",
        "gann-time-cycle",
        "gann-double-top-bottom",
        "gann-speculator-lessons",
        "gann-volume-confirm",
        "gann-month-stats",
        "gann-oversold-stocks",
        "daoshi-trend-confirmation",
        "sperandeo-123-trend",
        "luxiwu-trend-determination"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-trend-rules.zip",
      "url": "skill/gann-trend-rules",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "gann-volume-confirm",
      "name": "gann-volume-confirm",
      "description": "江恩《华尔街45年》第十章纽约交易所总成交量的历史统计规律——天量见顶（1946年1月 5,151万股月量→顶部将至）、地量见底（1942年月量约800万股以下→抛压终结）、巨量滞涨= 头部（\"大成交量往往意味着头部\"）、熊市反弹量能上限（当年最大月量出现在反弹中→调整 必至）、量能演化链（年量萎缩→月量枯竭→低位地量→牛市确认放量）、派发与积累。本簇的独 特口径是**交易所市场级总量的历史统计对照**：拿月成交量/年成交量与历史极值比，而非看 单日量价。触发词：成交量、天量、地量、量能萎缩、月成交量、年成交量、放量滞涨、量价 背离、派发、积累/吸筹。问指数级量价关系规则（量价背离、缩量上涨、无量反弹）转 daoshi-volume-confirm；问个股蜡烛线宽度=量能编码、缩量突破真假转 morris-candlepower； 时间周期窗口转 gann-time-cycle，价格阻力位转 gann-percent-retracement。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "volume",
        "market-level-statistics",
        "distribution",
        "accumulation",
        "climax-volume",
        "gann"
      ],
      "source_book": "《华尔街45年》 W. D. 江恩",
      "source_chapter": "第十章 纽约股票交易所的成交量以及对牛市和熊市的回顾（页 169-175）；第二章 规则7 成交量（页 12）",
      "related_skills": [
        "daoshi-volume-confirm",
        "morris-candlepower",
        "gann-time-cycle",
        "gann-percent-retracement",
        "gann-double-top-bottom",
        "gann-trend-rules",
        "gann-oversold-stocks",
        "gann-swing-statistics"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/gann-volume-confirm.zip",
      "url": "skill/gann-volume-confirm",
      "series": "Gann 理论",
      "seriesId": "gann"
    },
    {
      "slug": "kaipanla-theme",
      "name": "kaipanla-theme",
      "description": "开盘啦(longhuvip/龙虎榜APP)A股题材数据分析工具。当用户提到\"开盘啦\"、查询A股题材/概念板块强度、涨停原因题材、细分概念(如电子特气/碳化硅/覆铜板)、判断某题材K线趋势是否向上/创新高、或要在强势题材里挑最强个股时使用。核心能力：①概念/行业/地区板块榜",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/kaipanla-theme.zip",
      "url": "skill/kaipanla-theme",
      "series": "A股复盘工具",
      "seriesId": "ashare"
    },
    {
      "slug": "layquant-zip-unlock",
      "name": "layquant-zip-unlock",
      "description": "解开用户收到的「layquant 系列」加密/套壳 ZIP 压缩包（PTrade/QMT 策略导出包，内含 user_strategy.py + user_code.dat）。当用户说某个压缩包\"密码不对\"\"解不开\"\"没法解压缩\"，或包名形如「全天候动量风险平价_2.zip」「XXX_2.zip」这类带 _2 / 空格 2 后缀的副本包时触发。正确密码是 layquant2025（用户常误记为 layquant2026）。核心方法：不靠 unzip，直接用 Python zipfile 检查加密标志位并实测 setpassword+read；并且先判断外层是否为 store 套壳——套壳内层往往是加密 zip，而磁盘上通常已存在逐字节相同的未加密同款，此时根本不需要密码。",
      "group": "量化 / 选股 / 回测",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/layquant-zip-unlock.zip",
      "url": "skill/layquant-zip-unlock",
      "series": "量化开发",
      "seriesId": "quant"
    },
    {
      "slug": "liv-leading-stocks",
      "name": "liv-leading-stocks",
      "description": "何时用：用户问\"该买哪类/哪只股票\"\"为什么我买的股票不动而大盘在涨\"\"旧龙头还能不能买\"，或提到领头羊、龙头、leading stocks、板块轮动、sector rotation、股票群体、stock group、强势板块、群体见顶时使用。核心主张：只在当日行情最突出的活跃股票上操作，以\"群体\"为分析单位（非个股、非大盘）；领头羊会世代更替，今天的领头羊也许不是两年之后的领头羊；一群见顶不等于全场见顶。何时不用：判断大盘牛熊阶段（用 daoshi-market-stages）；确定具体入场点位与止损（用关键点类 skill）。",
      "group": "量化 / 选股 / 回测",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "stock-selection",
        "leading-stocks",
        "sector-rotation",
        "stock-group",
        "livermore"
      ],
      "source_book": "《股票大作手操盘术》杰西·利弗莫尔",
      "source_chapter": "第三章 追随领头羊（书页 26-38）；第八章（书页 85-88）",
      "related_skills": [
        "daoshi-market-stages",
        "liv-pivotal-point"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/liv-leading-stocks.zip",
      "url": "skill/liv-leading-stocks",
      "series": "A股复盘工具",
      "seriesId": "ashare"
    },
    {
      "slug": "local-quant-backtest-converter",
      "name": "local-quant-backtest-converter",
      "description": "将聚宽/优矿/米筐等云端研究环境的 A 股量化代码（含 get_price / get_all_securities / get_extras 等专有 API）改造为本地可回测的 Python 脚本，数据源采用 ~/stock_data/ 的 per-stock CSV。覆盖：数据资产盘点、build_cache 预处理、算法原样移植、涨跌停判断的数据质量修复（含 ST 标签过时陷阱）、与权威源逐项核对等关键环节。",
      "group": "量化 / 选股 / 回测",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/local-quant-backtest-converter.zip",
      "url": "skill/local-quant-backtest-converter",
      "series": "量化开发",
      "seriesId": "quant"
    },
    {
      "slug": "luxiwu-entry-target",
      "name": "luxiwu-entry-target",
      "description": "鹿希武《趋势交易法》入场确认与盈利目标测算：趋势方向确定后，等回调至黄金分割30%-95%区域（80%落在40%-80%）， 以K线反转形态触发入场，用1.618倍数公式测算盈利目标，构成\"区域+触发+目标\"三层择时结构。 何时调用：用户已判明趋势方向，问\"在哪入场\"\"突破后追不追\"\"回调到哪可以买\"\"目标位/止损位设哪\"。 trigger：入场点位/entry/择时/回调/pullback/黄金分割/斐波那契/锤子线/hammer/反转形态/K线确认/盈利目标/profit target/止损位/stop loss。 何时不调用：方向本身未定（先用 luxiwu-trend-determination 判趋势）；横向整理期的区间交易；问仓位与资金管理。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "entry",
        "pullback",
        "fibonacci",
        "candlestick",
        "profit-target",
        "technical-analysis"
      ],
      "source_book": "趋势交易法（鹿希武，中国金融出版社 2008）",
      "source_chapter": "第六章（K线理论）、第七章（波浪理论与盈利目标）、第十三章（实战纪实）",
      "related_skills": [
        "luxiwu-trend-determination",
        "luxiwu-wave-practical",
        "luxiwu-money-management",
        "luxiwu-trading-plan"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/luxiwu-entry-target.zip",
      "url": "skill/luxiwu-entry-target",
      "series": "鲁西吾实战体系",
      "seriesId": "luxiwu"
    },
    {
      "slug": "luxiwu-money-management",
      "name": "luxiwu-money-management",
      "description": "杠杆交易（期货/外汇/黄金/股指期货）者设定风险预算与仓位时使用：问\"这笔该下多少手\"\"账户10万单笔冒多大风险\"\"连亏几次还能不能做\"\"盈亏比多少才值得出手\"时触发。核心是30%分摊法：总风险金≤账户30%，摊到10次交易（新手20次），单次≈3%；盈亏比>1才执行、<1重订计划；止损避开整数关口、只向盈利方向移动、绝不摊平。不适用于：股票无杠杆长线配置、单笔入场信号研判（转趋势判定类）、盈利加仓方法（转 luok-position-pyramid）。Trigger：资金管理/风险金/仓位/手数/单次风险/总风险/盈亏比/爆仓/摊平/加死码；money management, position sizing, risk per trade, risk of ruin, drawdown, averaging down. 关联：luxiwu-trading-plan（单次额度→入市价位推导）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "money-management",
        "position-sizing",
        "risk-control",
        "risk-budgeting"
      ],
      "source_book": "《趋势交易法》 鹿希武（中国金融出版社 2008）",
      "source_chapter": "第八章 资金管理（约页 246-275）；第十章 心理呼应",
      "related_skills": [
        "luxiwu-trading-plan",
        "luok-position-pyramid",
        "luxiwu-option-stop"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/luxiwu-money-management.zip",
      "url": "skill/luxiwu-money-management",
      "series": "鲁西吾实战体系",
      "seriesId": "luxiwu"
    },
    {
      "slug": "luxiwu-option-stop",
      "name": "luxiwu-option-stop",
      "description": "用户的止损频繁被假突破扫掉、行情随后才按预判方向走（\"看对方向却赔钱\"），或持仓担忧跳空/隔夜风险想买\"保险\"，或询问\"能不能用期权替代止损/对冲持仓\"\"买入认沽/认估保护多单划不划算\"\"要不要卖出期权收权利金当保护\"时使用——凡涉及\"用期权管理持仓风险\"的问题（含对期权保护方案的用法辨析与纠错）均由本 skill 承接。提供鹿希武的期权止损法：买入期货/现货的同时买入等量反向期权（多单配看跌、空单配看涨），把最大亏损事先锁定为权利金加执行价差，换取约一个月的时间缓冲以化解假突破。不适用于：无期权市场或流动性受限的品种（A股多数个股只有 ETF/股指期权可用）、日内短线（期限错配）、把期权当免死金牌不设退出计划、以及期权卖方策略（收益有限风险无限）。Trigger: 期权止损、假突破扫止损、刚止损就回头、看跌期权保护、对冲持仓、权利金、option stop, protective put, hedge my position, false breakout stop hunt, premium cost。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "options",
        "stop-loss",
        "protective-put",
        "risk-management",
        "false-breakout"
      ],
      "source_book": "《趋势交易法》 鹿希武",
      "source_chapter": "第十二章 期权交易（期权在趋势交易法中的应用，页 338-352）",
      "related_skills": [
        "luxiwu-money-management",
        "luxiwu-trading-plan"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/luxiwu-option-stop.zip",
      "url": "skill/luxiwu-option-stop",
      "series": "鲁西吾实战体系",
      "seriesId": "luxiwu"
    },
    {
      "slug": "luxiwu-trading-plan",
      "name": "luxiwu-trading-plan",
      "description": "为一笔交易生成可执行的书面计划书时使用：开仓前需要确定止损价、入市价、盈利目标三个数字；或用户自述\"总是冲动交易/执行走样/盘中改主意\"\"该先定止损还是先定目标\"时触发。核心是顺序铁律：先定止损价（客观结构位、唯一、避开整数关口），再由单次风险额度推导入市价与仓位，最后测算盈利目标并验盈亏比>1；计划必须书面化、盘中不可改、计划室与交易室分离。不适用于：整套交易系统的搭建体检（转 luok-system-8elements）、仓位参数计算（转 luxiwu-money-management）、方向与信号研判。Trigger：交易计划/止损价/入市价/盈利目标/三要素/书面计划/执行纪律；trading plan, stop loss first, plan my trade, entry price, profit target, trade journal. 关联：luxiwu-money-management（单次额度推导）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "trading-plan",
        "risk-first",
        "discipline",
        "execution"
      ],
      "source_book": "《趋势交易法》 鹿希武（中国金融出版社 2008）",
      "source_chapter": "第九章 交易计划（约页 276-290）；第十三章 培训班闭环",
      "related_skills": [
        "luxiwu-money-management",
        "luxiwu-trend-determination",
        "luok-system-8elements",
        "luxiwu-trading-psychology"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/luxiwu-trading-plan.zip",
      "url": "skill/luxiwu-trading-plan",
      "series": "鲁西吾实战体系",
      "seriesId": "luxiwu"
    },
    {
      "slug": "luxiwu-trading-psychology",
      "name": "luxiwu-trading-psychology",
      "description": "趋势交易执行中出现心理与纪律问题时调用：被止损后懊恼等待、不知下一步；浮亏想加仓 摊平（average down/加死码）；想抢反弹抄底、猜顶猜底（bottom fishing/calling tops）； 连胜后想放大仓位脱离规则；频繁更换品种；市场一致预期是否跟随（consensus trade）。 核心动作：止损后系统性反向寻找新信号（非情绪性反手）、逆向思维时效检查、顺势禁令、 6-12 个月单一品种专注、自律机械化。不调用：盘面技术分析转 luxiwu-* 技术 skill； 情绪崩溃需当日熔断裁决转 luok-psychology-defense；计划制订转 luxiwu-trading-plan。 Trigger：止损后怎么办、摊平、加死码、抢反弹、抄底、猜顶、换品种、大家都看多、连赚加仓。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "trading-psychology",
        "discipline",
        "contrarian",
        "trend-following",
        "instrument-focus"
      ],
      "source_book": "《趋势交易法》 鹿希武",
      "source_chapter": "第十章 交易心理；辅以第十三章培训班纪实、附录三",
      "related_skills": [
        "luxiwu-trend-determination",
        "luxiwu-trading-plan",
        "luok-psychology-defense"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/luxiwu-trading-psychology.zip",
      "url": "skill/luxiwu-trading-psychology",
      "series": "鲁西吾实战体系",
      "seriesId": "luxiwu"
    },
    {
      "slug": "luxiwu-trend-determination",
      "name": "luxiwu-trend-determination",
      "description": "鹿希武《趋势交易法》趋势判定三要素流程：趋势线+拐点线+分界点A三重突破排除法，输出唯一交易方向。 何时调用：用户问\"现在是什么趋势\"\"该做多还是做空\"\"突破了趋势线怎么看\"\"趋势反转了吗\"， 或给定K线图需要客观判定方向时，或问\"指标背离了要不要提前行动\"时（本 skill 核心纪律：突破才是依据，背离不是——背离只预警不构成入市理由）。trigger：趋势判定/trend direction/趋势线/trendline/拐点线/分界点A/突破/breakout/趋势反转/背离/RSI顶背离/divergence。 何时不调用：问具体入场点位或盈利目标（用 luxiwu-entry-target）；只认水平关键位、否定趋势线的场景（用 luok-key-level，两家方法论同轴对立，勿混用）； 纯基本面问题或已明确处于横向整理期。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "trend",
        "trendline",
        "trend-determination",
        "technical-analysis",
        "breakout"
      ],
      "source_book": "趋势交易法（鹿希武，中国金融出版社 2008）",
      "source_chapter": "第二章（趋势）、第三章（趋势线）、第四章（拐点线）、第五章（趋势交易法核心）",
      "related_skills": [
        "luxiwu-entry-target",
        "luok-key-level",
        "luxiwu-wave-practical"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/luxiwu-trend-determination.zip",
      "url": "skill/luxiwu-trend-determination",
      "series": "鲁西吾实战体系",
      "seriesId": "luxiwu"
    },
    {
      "slug": "luxiwu-wave-practical",
      "name": "luxiwu-wave-practical",
      "description": "用户在做趋势交易时想用波浪理论数浪、预判回调深度或测算盈利目标，典型问题如\"现在是第几浪\"\"第三浪还是 C 浪\"\"回调到哪里可以买\"\"这波能看到哪里\"时使用。提供鹿希武的实用化数浪流程：自然法则校验 → 浪间比例测算（二浪回调 40%-80%、三浪 1 或 1.618 倍、四浪 30%/70%、五浪 1/1.618/3.236 倍）→ 第三浪 vs C 浪三信号鉴别，最终以\"顺势、亏小赚大\"为检验标准。不适用于：系统学习艾略特波浪公理体系、A-B-C 调整浪中的交易决策（作者明确反对）、横向整理期数浪。Trigger: 数浪、波浪理论、第几浪、第三浪、回调幅度、盈利目标测算、wave count, Elliott wave, wave 3 or C, pullback depth, profit target。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "wave-theory",
        "elliott-wave",
        "pullback",
        "profit-target",
        "trend-following"
      ],
      "source_book": "《趋势交易法》 鹿希武",
      "source_chapter": "第七章 波浪理论在趋势交易法中的应用（页 177-232）",
      "related_skills": [
        "luxiwu-entry-target",
        "luxiwu-trend-determination"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/luxiwu-wave-practical.zip",
      "url": "skill/luxiwu-wave-practical",
      "series": "鲁西吾实战体系",
      "seriesId": "luxiwu"
    },
    {
      "slug": "mistery-trend",
      "name": "mistery-trend",
      "description": "A股中短线趋势交易个股分析体系（基于《Mistery趋势交易论》375页体系）。当用户要分析单只A股的趋势方向、找买点/卖点、做量价诊断、识别K线形态、给仓位与止损建议时激活。触发词：分析个股/趋势分析/买点/卖点/量价分析/仓位管理/520战法/破五反五。不适用于：纯指数研判、基本面与估值分析、基金债券等非趋势标的、超短打板（交给 beijing-chaojia/camellia-dragon）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.1.0",
      "tags": [
        "A股",
        "趋势交易",
        "技术分析",
        "量价",
        "仓位管理",
        "买卖点"
      ],
      "source_book": "《Mistery趋势交易论》 Mistery (2025.09.11版, 375页完整体系)",
      "source_chapter": "全文（六大模块）",
      "related_skills": [
        "fengjipai",
        "beijing-chaojia",
        "camellia-dragon",
        "txcg-cycle",
        "event-driven-ambush"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/mistery-trend.zip",
      "url": "skill/mistery-trend",
      "series": "交易体系与实战流程",
      "seriesId": "playbook"
    },
    {
      "slug": "oneil-canslim-screener",
      "name": "oneil-canslim-screener",
      "description": "欧奈尔《笑傲股市》CANSLIM 基本面量化筛选——用可量化的门槛逐项过滤候选股：C 当季 EPS 同比≥18%-20%（牛市黑马 40%-500%）、A 年度 EPS 增长 25%-30% 起步（飙涨股平均 36%）且 ROE≥17%、现金流比 EPS 高至少 20%、销售增长 25% 支撑防\"收益虚胀\"、机构认同≥10 家且质量并重，输出逐项\"过/不过\"判定。触发词：当季每股收益、年度收益增长、ROE、现金流、销售收入、机构认同、EPS评级、SMR评级、吸筹出货评级、CAN SLIM、欧奈尔会买吗、这个股票基本面过不过关。本簇只管\"用基本面门槛筛什么股\"——股价形态与买点请转 oneil-cup-handle，大盘方向转 oneil-market-timing，RS 强弱转 oneil-rs-leader，卖出纪律转 oneil-sell-rules；sperandeo-economics 是宏观经济学派视角、鹿希武系趋势技术派，全书库中无一家做\"个股基本面量化门槛筛选\"，此领地独占。",
      "group": "量化 / 选股 / 回测",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "canslim",
        "fundamental-screening",
        "eps",
        "roe",
        "cash-flow",
        "institutional-sponsorship",
        "core-method"
      ],
      "source_book": "《笑傲股市》 威廉·欧奈尔",
      "source_chapter": "第1-6章（C/A/N/S/I 各要素）/ 第14章（评级工具）/ 第19章（案例）",
      "related_skills": [
        "oneil-cup-handle",
        "oneil-market-timing",
        "oneil-rs-leader",
        "oneil-industry-rotation",
        "oneil-sell-rules",
        "sperandeo-economics"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-canslim-screener.zip",
      "url": "skill/oneil-canslim-screener",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-cup-handle",
      "name": "oneil-cup-handle",
      "description": "欧奈尔《笑傲股市》周线底架形态与中心点买点——识别杯柄（原型）及高窄旗形/双重底/平底/双层底架/上升底架等变体，用五条结构标准裁定形态质量（柄须在杯形上半部+200日线上、回调10%-15%、量缩、1-2周以上），在中心点（低于前高5%-10%的柄部顶点）以放量突破（较正常量≥50%）确认入场；杯形回整超50%失效、楔形柄高失败、第3-4级底架突破即卖出。触发词：杯柄形态、柄部、中心点、枢轴点、突破量、底架、双重底、高窄旗形、楔形杯柄、买点在哪、追不追、放量突破。本簇只管\"在哪买\"——基本面门槛转 oneil-canslim-screener，买多少加码转 oneil-pyramid-add，卖出纪律转 oneil-sell-rules，止损执行转 oneil-stop-loss-8；与 luok-pinbar-signal/luok-key-level/morris 系的划界：杯柄以周计（杯7-65周）的区域结构+量能配合，买点为形态内生中心点，非单根K线影线打分、非外生水平关键位。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "cup-handle",
        "base-pattern",
        "pivot-point",
        "volume-breakout",
        "weekly-chart",
        "core-method"
      ],
      "source_book": "《笑傲股市》 威廉·欧奈尔",
      "source_chapter": "第12章（股价形态）/ 第10章（案例）",
      "related_skills": [
        "oneil-canslim-screener",
        "oneil-rs-leader",
        "oneil-new-high",
        "oneil-market-timing",
        "oneil-pyramid-add",
        "oneil-stop-loss-8",
        "oneil-sell-rules",
        "luok-pinbar-signal",
        "luok-key-level"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-cup-handle.zip",
      "url": "skill/oneil-cup-handle",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-industry-rotation",
      "name": "oneil-industry-rotation",
      "description": "欧奈尔《笑傲股市》行业自上而下选股——先选行业后选股：197个行业类按6个月价格表现每日排序， 只在排名前40的行业中选领导股（37%+12%的行业决定论）；判别类内弱势传染（同板块其他股票 下跌不是补涨机会而是卖出预警）、板块见顶预警（类内最强股率先见顶）、尾随效应与联姻股票的 第二落点。管行业层不管个股层。触发词：该盯哪个行业、行业轮动、板块排名、行业相对力道、 同板块补涨、弱势传染。问个股RS强弱与同情股票转 oneil-rs-leader；问大盘顶底计数与防御类股 预警转 oneil-market-timing；定性\"群体/领头羊世代\"经验转 liv-leading-stocks（本 skill 是 197类/前40/37%+12% 的定量排序体系，liv 无任何数值门槛）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "industry-rotation",
        "top-down",
        "sector-analysis",
        "relative-strength",
        "contagion",
        "canslim"
      ],
      "source_book": "《笑傲股市》 威廉·欧奈尔（William J. O'Neil）",
      "source_chapter": "第15章 选择市场板块和行业类（页193-195）；第13章 行业类传染与衍生现象；第14章 行业相对力道排名",
      "related_skills": [
        "oneil-rs-leader",
        "oneil-market-timing",
        "oneil-canslim-screener",
        "liv-leading-stocks"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-industry-rotation.zip",
      "url": "skill/oneil-industry-rotation",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-market-timing",
      "name": "oneil-market-timing",
      "description": "欧奈尔《笑傲股市》大盘顶底择时（M 要素）——通过每日跟踪指数的倒货日累积计数（2-3周内4个\"放量不涨\"日足以逆转涨势）识别大盘顶部，通过跟进日信号（反弹首日后第4-7天、大成交量上涨——原书道指口径涨20点以上）确认新升势，配合防御类股领涨/垃圾股领涨的质量预警，决定总仓位进攻或防御。触发词：大盘见顶、见底、倒货日、出货日、跟进日、二次确认、反弹是真的吗、要不要清仓避险、市场方向、仓位开关。本簇只管指数层不管个股——个股基本面转 oneil-canslim-screener、形态买点转 oneil-cup-handle、个股危险信号转 liv-danger-signal；与 daoshi 系的划界：欧奈尔是计数制（倒货日可数+跟进日有精确第4-7天时间窗），非道氏高低点结构制/牛熊阶段征兆群制。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "market-timing",
        "distribution-day",
        "follow-through-day",
        "market-top",
        "market-bottom",
        "m-element",
        "core-method"
      ],
      "source_book": "《笑傲股市》 威廉·欧奈尔",
      "source_chapter": "第7章（怎样识别股市顶点/如何探知大盘底部）/ 第15章（防御类股）/ 第19章（广告案例）",
      "related_skills": [
        "oneil-canslim-screener",
        "oneil-cup-handle",
        "oneil-industry-rotation",
        "oneil-sell-rules",
        "daoshi-trend-confirmation",
        "daoshi-market-stages",
        "liv-danger-signal",
        "luxiwu-trend-determination"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-market-timing.zip",
      "url": "skill/oneil-market-timing",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-mistake-audit",
      "name": "oneil-mistake-audit",
      "description": "欧奈尔《笑傲股市》19种错误清单与法医验尸式复盘——把\"我做错了什么\"变成可勾选的枚举清单 逐条对照自查（错误清单制），配法医验尸复盘流程（红笔标注每笔买卖点+叠加大盘指数+分类归因 +另定新规则——欧奈尔所有卖出规则的来源）；附基金投资者五错误、错过绩优股四大原因、巴鲁克 三分之一法则的期望值结构；熊市是旧错误清零、新形态孕育的再学习期。触发词：一买就跌一卖就涨、 怎么系统找自己的毛病、复盘、错误清单、为什么拿不住牛股。四要素复盘转 luok-review-4elements， 心理防线建设转 luok-psychology-defense；止损执行转 oneil-stop-loss-8，卖出规则转 oneil-sell-rules。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "mistake-audit",
        "error-checklist",
        "post-mortem",
        "review",
        "discipline",
        "baruch"
      ],
      "source_book": "《笑傲股市》 威廉·欧奈尔（William J. O'Neil）",
      "source_chapter": "第8章 投资人常犯的19种错误（页86-89）；第10章 从失败中吸取教训（页104-105）；第9章（页90-91）；第18章（页231）；第20章（页257）",
      "related_skills": [
        "luok-review-4elements",
        "luok-psychology-defense",
        "oneil-stop-loss-8",
        "oneil-sell-rules",
        "oneil-new-high"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-mistake-audit.zip",
      "url": "skill/oneil-mistake-audit",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-new-high",
      "name": "oneil-new-high",
      "description": "欧奈尔《笑傲股市》新高买入与价格偏见矫正——创历史新高不是风险而是买点（卓法斯基金100多 支股票全部买在数年最高价；98%投资者因\"太贵了\"错过大牛股）。三类价格偏见陷阱逐条矫正：①恐 高症（不敢买创新高股）；②低价股偏好（纳斯达克<15美元/纽交所<20美元不买）；③低市盈率/高 股息选二流股（专业人士逢低买跌股四连败：利维兹/美瑞艾思/道姆/朗讯）。价格偏见矫正是全书库 独占领地（luok/daoshi/luxiwu均无此主题）。触发词：创新高不敢追、太贵了、低价股便宜、跌下 来买。与 sperandeo-relative-strength\"等回档而非追新高\"构成方法论对立；买点形态判定转 oneil-cup-handle，个股强弱转 oneil-rs-leader。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "new-high",
        "price-bias",
        "low-priced-stocks",
        "pe-ratio-bias",
        "dreyfus",
        "canslim-n"
      ],
      "source_book": "《笑傲股市》 威廉·欧奈尔（William J. O'Neil）",
      "source_chapter": "第10章（页103）；第8章 投资人常犯的19种错误（页86-89）；第20章 准则1（页256）；第5章（页50-51）",
      "related_skills": [
        "sperandeo-relative-strength",
        "oneil-cup-handle",
        "oneil-rs-leader",
        "oneil-mistake-audit"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-new-high.zip",
      "url": "skill/oneil-new-high",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-pyramid-add",
      "name": "oneil-pyramid-add",
      "description": "欧奈尔《笑傲股市》金字塔向上加码——欧奈尔自述师承利弗莫尔（\"在读了他的书之后，我采用了 他的金字塔式加码方法\"）并做三项量化改造：①股价涨2-3%验证判断正确才加码；②超过买点5%停止 加码（利弗莫尔无封顶规则）；③与杯柄中心点买点耦合（首仓精确在中心点）。加码规模递减、只加码 \"正确的股票\"，与向下摊平正反对立。触发词：怎么加仓、涨了以后加多少、加码到什么价位停手。 问向下摊平/摊低成本转 oneil-stop-loss-8；问利弗莫尔原始三步计划、probe市场试探、每笔更高 价位规则转 liv-pyramid-probe（本skill的 derived-from 源头）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "pyramid",
        "averaging-up",
        "position-sizing",
        "livermore",
        "derived",
        "canslim"
      ],
      "source_book": "《笑傲股市》 威廉·欧奈尔（William J. O'Neil）",
      "source_chapter": "第10章 杰西·利弗莫尔及金字塔形入场法（页104-105）；附录 股市投资成功案例（页262）",
      "related_skills": [
        "liv-pyramid-probe",
        "oneil-cup-handle",
        "oneil-stop-loss-8",
        "oneil-sell-rules"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-pyramid-add.zip",
      "url": "skill/oneil-pyramid-add",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-rs-leader",
      "name": "oneil-rs-leader",
      "description": "欧奈尔《笑傲股市》RS评级与领导股识别——用12个月相对价格强度评级（1-99）做强弱判别： RS≥80才是买入门槛、低于70即落后股、大赢家突破前平均87（通常90+）；大盘回整时个股回整 1.5-2.5倍属正常、跌35-40%即弱势卖出；坚决拒绝领导股的\"影子\"（同情股票）。管\"买哪只强者\"。 触发词：RS评分、强势股、领导股、龙头太贵买便宜的、补涨股。问行业层排序转 oneil-industry-rotation；问买入时机与形态转 oneil-cup-handle（本skill只定标的不定买点）。 与 sperandeo-relative-strength 构成全书库级方法论对立：彼\"买最强者但等回档\"，本skill \"买最强者且在创新高的中心点突破时买入\"——勿混用。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "rs-rating",
        "leader-stocks",
        "canslim-l",
        "relative-strength",
        "sympathy-play",
        "correction"
      ],
      "source_book": "《笑傲股市》 威廉·欧奈尔（William J. O'Neil）",
      "source_chapter": "第5章 市场领导股还是落后股（页36-51）；第14章 RS相对价格强度评级",
      "related_skills": [
        "sperandeo-relative-strength",
        "liv-leading-stocks",
        "oneil-industry-rotation",
        "oneil-cup-handle",
        "oneil-canslim-screener",
        "oneil-new-high"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-rs-leader.zip",
      "url": "skill/oneil-rs-leader",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-sell-rules",
      "name": "oneil-sell-rules",
      "description": "《笑傲股市》欧奈尔获利出场纪律——赚20%出场（超强股例外）、8周内涨20%至少持有8周、涨过20%后绝不允许跌回成本价、第3/4级底架突破即卖出、写下出仓准则。当用户问\"涨了20%该不该卖\"\"获利了结点怎么定\"\"涨过20%又跌回成本怎么办\"\"超强股要不要提前止盈\"\"卖出计划怎么写\"等获利端出场问题时使用本skill。百分比目标（20%）+时间例外（8周）双轴规则；管\"赚了怎么卖\"，不管\"亏了怎么办\"（转oneil-stop-loss-8）、不管\"买点在哪\"（转oneil-cup-handle）、不管\"大盘何时见顶\"（转oneil-market-timing）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "sell-rules",
        "take-profit",
        "profit-plan",
        "exit-discipline",
        "oneil",
        "trend-distill"
      ],
      "source_book": "笑傲股市（How to Make Money in Stocks, William O'Neil）",
      "source_chapter": "第10章\"一个得到修正的利损计划\"、第6章、第8章、第20章",
      "related_skills": [
        "oneil-stop-loss-8",
        "oneil-cup-handle",
        "oneil-pyramid-add",
        "oneil-market-timing",
        "oneil-canslim-screener",
        "oneil-mistake-audit",
        "luok-three-line-exit",
        "liv-money-discipline",
        "liv-danger-signal"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-sell-rules.zip",
      "url": "skill/oneil-sell-rules",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "oneil-stop-loss-8",
      "name": "oneil-stop-loss-8",
      "description": "《笑傲股市》欧奈尔7-8%无条件止损铁律——任何股票从买入价下跌7-8%立即无条件卖出，不等收盘、不等反弹、不找理由；配套识别两大致命违反形态：亏损尚小时固执持有（ce01，投资者犯得最多的错误）、向下摊平摊低成本（ce03，业余水准的自杀式加码）。当用户问\"套了8%该不该扛\"\"止损线设多少\"\"跌下来加仓摊平行不行\"\"止损要不要等反弹再出\"等亏损端出场问题时使用本skill。止损锚定买入价的固定百分比（算术位置）；管\"亏了怎么办\"，不管\"赚了怎么卖\"（转oneil-sell-rules）、不管\"怎么加仓\"（转oneil-pyramid-add）、不管\"买点在哪\"（转oneil-cup-handle）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "stop-loss",
        "risk-control",
        "absolute-rule",
        "sell-discipline",
        "oneil",
        "trend-distill"
      ],
      "source_book": "笑傲股市（How to Make Money in Stocks, William O'Neil）",
      "source_chapter": "第9章\"毫无例外地始终将损失控制在持有成本的7%到8%内\"、第8章投资人常犯的19种错误、第10章",
      "related_skills": [
        "oneil-sell-rules",
        "oneil-cup-handle",
        "oneil-pyramid-add",
        "oneil-mistake-audit",
        "sperandeo-capital-rules",
        "sperandeo-2b-pattern",
        "sperandeo-123-trend",
        "luok-entry-stop",
        "liv-money-discipline"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/oneil-stop-loss-8.zip",
      "url": "skill/oneil-stop-loss-8",
      "series": "O'Neil CAN SLIM",
      "seriesId": "oneil"
    },
    {
      "slug": "openclaw-stock-data-skill",
      "name": "openclaw-stock-skill",
      "description": "使用 data.diemeng.chat 提供的接口查询股票日线、分钟线、财务指标等数据，支持 A 股等市场。",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/openclaw-stock-data-skill.zip",
      "url": "skill/openclaw-stock-data-skill",
      "series": "数据与行情",
      "seriesId": "data"
    },
    {
      "slug": "ptrade-dev",
      "name": "ptrade-skill",
      "description": "Python代码开发助手。当用户创建、编辑、修改、优化任何.py文件或Python代码时自动触发。提供代码审查、API使用建议、性能优化、错误排查和最佳实践指导。同时包含PTrade量化交易平台完整API参考（127个API）及多平台转换工具，支持聚宽到PTrade的策略转换。",
      "group": "量化 / 选股 / 回测",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/ptrade-dev.zip",
      "url": "skill/ptrade-dev",
      "series": "量化开发",
      "seriesId": "quant"
    },
    {
      "slug": "ptrade-strategy-dev",
      "name": "ptrade-strategy-dev",
      "description": "编写 / 审查 / 改造 券商 PTrade（恒生 PBox 量化，ptradeapi.com 同族）托管型量化策略。凡涉及 initialize/before_trading_start/handle_data/after_trading_end 生命周期、order* 下单、get_history/get_price/get_snapshot 取行情、get_fundamentals 财务、多策略虚拟持仓账本、实盘 vs 回测兼容（is_trade）、市价单保护限价、持久化 pickle、以及\"策略跑出来日志全是 0 / 委托失败 / 重复下单 / 未来数据\"等排障时使用。所有结论来自本地两份官方文档原文（国金 PTrade API 全览 + 山西证券仿真版帮助手册 2026-06）+ 用户实盘框架 2.15baseline 的实际写法，不是推测。",
      "group": "量化 / 选股 / 回测",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/ptrade-strategy-dev.zip",
      "url": "skill/ptrade-strategy-dev",
      "series": "量化开发",
      "seriesId": "quant"
    },
    {
      "slug": "sim-trade",
      "name": "sim-trade",
      "description": "A 股模拟交易盘 - 支持真实行情、多平台模拟盘连接、持仓管理、盈亏计算",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.1.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sim-trade.zip",
      "url": "skill/sim-trade",
      "series": "交易体系与实战流程",
      "seriesId": "playbook"
    },
    {
      "slug": "smc-market-structure",
      "name": "smc-market-structure",
      "description": "SMC《市场结构及高胜算交易架构》市场结构基础簇（五簇之1）：扩张/回撤二分、斐波回撤与 OTE 特化参数组（0.62/0.705/0.79+50%位）、BMS 突破市场结构定义与双纪律、RH/RL 巩固区间、SMS 破失败波定义与判定边界、三趋势态 HH/HL 结构定义。触发词：市场结构、BMS、突破市场结构、SMS、破失败波、破败波段、市场结构转变、OTE、最优交易进场位、0.705、斐波回撤、50%回撤、巩固区间、RH、RL、扩张回撤、波段高低点、低风险买点、LRB。领地声明：本簇只装 SMC 术语定义与 BMS 两条操作纪律（顺 HTF BMS 方向+突破后等回调至 50%/OTE 再进场）；趋势理论（高低点结构如何定义趋势、趋势确认与阶段叙事）归 daoshi-trend-confirmation——「收盘跌破波段低点是不是下跌趋势」类趋势判定转道氏，本簇只答两条纪律；SMS 仅收术语定义与边界案例，反转交易细则递进路由至 sperandeo-123-trend；通用斐波回撤画法（0.382/0.5/0.618）归通用层，本簇只装 OTE 特化参数组且必带「作者经验参数，无统计支撑」与译者质疑注记；SMS+BMS+RTO 组合架构规程归 smc-powerful-setups。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "smc",
        "market-structure",
        "bms",
        "sms",
        "ote",
        "fibonacci-retracement",
        "swing",
        "core-method"
      ],
      "source_book": "《市场结构及高胜算交易架构》（中文译作+英文原版 Market Structure and Powerful Setups (Wade Fx) 同书双语，引文以中译为主、英文为互证）",
      "source_chapter": "第一章 基础（扩张/回撤、斐波回撤与 OTE、BMS、巩固区间）/ 第二章 市场结构（SMS、三趋势态）（基1-5 / 英4-23）",
      "related_skills": [
        "smc-liquidity-stop-hunt",
        "smc-order-block",
        "smc-sessions-amd",
        "smc-powerful-setups",
        "sperandeo-123-trend",
        "daoshi-trend-confirmation",
        "unified-trading-playbook"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/smc-market-structure.zip",
      "url": "skill/smc-market-structure",
      "series": "交易体系与实战流程",
      "seriesId": "playbook"
    },
    {
      "slug": "sperandeo-123-trend",
      "name": "sperandeo-123-trend",
      "description": "斯波朗迪 1-2-3 趋势变动判定程序——道氏高低点结构的形式化。当用户判断\"趋势是否反转/还能不能涨/该不该扛\"时使用：以高低点结构定义趋势，用三条件分级判定——①趋势线被突破 ②不再创新高/新低（试探失败）③穿越前回档低点/反弹高点；满足一条=可能变动、两条=很可能、三条=确认，最佳进场在第三条件满足前（风险报酬最优）。触发词：趋势反转了吗、破位、没创新高、破前低、趋势线怎么画、1-2-3、次级回调还是反转 trend reversal, trendline break, failed new high, lower low, correction or reversal, 1-2-3 change of trend。不适用于：假突破的主动交易（sperandeo-2b-pattern）、仓位与止损金额（sperandeo-capital-rules）、市场\"年龄\"统计（sperandeo-mkt-lifespan）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "trend",
        "dow-theory",
        "trend-change",
        "technical-analysis"
      ],
      "source_book": "《专业投机原理》 维克多·斯波朗迪",
      "source_chapter": "第4-5章 / 第7章 / 第27-28章",
      "related_skills": [
        "daoshi-trend-confirmation",
        "luxiwu-trend-determination",
        "liv-pivotal-point",
        "sperandeo-2b-pattern",
        "sperandeo-capital-rules"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sperandeo-123-trend.zip",
      "url": "skill/sperandeo-123-trend",
      "series": "Sperandeo 趋势体系",
      "seriesId": "sperandeo"
    },
    {
      "slug": "sperandeo-2b-pattern",
      "name": "sperandeo-2b-pattern",
      "description": "斯波朗迪 2B 假突破交易程序——五家中唯一主动交易假突破的方法。当用户问\"突破前高后又跌回来是假突破吗、怎么做这笔交易\"、\"止损总被扫是不是被清除停损\"时使用：价格穿越先前高（低）点后未能守住、随后反向跌破（收复）该点即 2B 结构；按四级时间分层定确认窗（盘中一天内/短期1-2天/中期3-5天/主要转折7-10天）；以停止单在跌破前高瞬间进场，停损设在 2B 极值点，中期报酬风险比约 5:1，须容忍连续二至四次被扫出场。触发词：假突破、2B、创新高没站住、又跌破前高、清除停损、扫损 false breakout, 2B rule, failed breakout, stop run, fakeout, abortive breakout。不适用于：趋势变动的分级确认（sperandeo-123-trend）、狭幅盘整、仓位金额（sperandeo-capital-rules）、市场年龄统计（sperandeo-mkt-lifespan）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "false-breakout",
        "2b-rule",
        "entry-timing",
        "stop-hunt",
        "technical-analysis"
      ],
      "source_book": "《专业投机原理》 维克多·斯波朗迪",
      "source_chapter": "第 7 章（2B 法则与发生缘由）/ 第 27 章（2B 指标与 5:1 参数）/ 第 28 章（图 28.9/28.14 实战图例）",
      "related_skills": [
        "daoshi-trend-confirmation",
        "liv-pivotal-point",
        "luok-pinbar-signal",
        "sperandeo-123-trend",
        "sperandeo-capital-rules",
        "sperandeo-mkt-lifespan"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sperandeo-2b-pattern.zip",
      "url": "skill/sperandeo-2b-pattern",
      "series": "Sperandeo 趋势体系",
      "seriesId": "sperandeo"
    },
    {
      "slug": "sperandeo-capital-rules",
      "name": "sperandeo-capital-rules",
      "description": "斯波朗迪三层资金管理与风控铁律（全书骨架）。当用户决定一笔交易/投资\"投入多少钱、亏了怎么办\"时使用：单笔风险是否≤总资本2%-3%、风险/报酬比是否≥1:3（选择权1:5）、获利是否落袋50%、是否在亏损头寸加码摊平、浮盈后停损是否上移。触发词：仓位怎么算、该投多少、最多亏多少、全仓还是半仓、风险报酬比、止损设哪、摊平、加仓 position sizing, how much to risk, risk-reward ratio, stop loss, averaging down, take profits off the table。不适用于：选股与趋势方向判定（用 sperandeo-123-trend）、假突破交易（sperandeo-2b-pattern）、市场\"年龄\"统计（sperandeo-mkt-lifespan）、交易心理诊断（sperandeo-psychology）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "money-management",
        "risk-control",
        "position-sizing",
        "capital-preservation"
      ],
      "source_book": "《专业投机原理》 维克多·斯波朗迪",
      "source_chapter": "第1-3章 / 第11-12章 / 第18章 / 第29章",
      "related_skills": [
        "luxiwu-money-management",
        "luok-position-pyramid",
        "liv-money-discipline",
        "sperandeo-123-trend",
        "sperandeo-2b-pattern",
        "sperandeo-mkt-lifespan"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sperandeo-capital-rules.zip",
      "url": "skill/sperandeo-capital-rules",
      "series": "Sperandeo 趋势体系",
      "seriesId": "sperandeo"
    },
    {
      "slug": "sperandeo-economics",
      "name": "sperandeo-economics",
      "description": "斯波朗迪宏观分析框架——鲁宾逊经济学六程序（第一性原理检验工具）、奥地利学派信用循环模型（繁荣/衰退因果链）、市场毛利率三成分分解、智识三层滤网与\"市场心理优先于经济事实\"。当用户问\"现在经济周期到哪一步了/央行放水牛市能走多远/利率这么低是不是该看多/这个宏观理论靠不靠谱/政策会带来什么后果\"时使用：用六程序检验经济学说、用货币供给与信用增速判断循环位置、分解利率三成分再下结论、识别\"索罗斯式机会\"（谬误趋势顺势操作、被拆穿前离场）。触发词：经济周期、信用扩张、货币宽松、利率判断、宏观预测、央行政策、奥地利学派、泡沫 macro analysis, business cycle, credit expansion, interest rate judgment, Fed policy, boom-bust, bubble。注意：本 skill 是五家谱系中唯一的系统经济学层，判断\"周期位置\"；单条消息的市场反应评估用 daoshi-news-discount；方向信号用技术类 skill。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "macro-economics",
        "austrian-school",
        "credit-cycle",
        "first-principles",
        "interest-rate"
      ],
      "source_book": "《专业投机原理》 维克多·斯波朗迪",
      "source_chapter": "第9-10章 / 第19-22章 / 下卷导论",
      "related_skills": [
        "daoshi-news-discount",
        "sperandeo-mkt-lifespan",
        "sperandeo-123-trend"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sperandeo-economics.zip",
      "url": "skill/sperandeo-economics",
      "series": "Sperandeo 趋势体系",
      "seriesId": "sperandeo"
    },
    {
      "slug": "sperandeo-mkt-lifespan",
      "name": "sperandeo-mkt-lifespan",
      "description": "斯波朗迪市场平均寿命统计架构——用人寿保险精算法为市场走势定\"年龄\"。当用户问\"这波牛市走了三年还能追吗\"、\"行情是不是老化了\"、\"四天排列是什么意思\"时使用：把当前走势的涨幅与持续天数放进历史统计分布中定位——中位数处胜算 5:5，超过中位数胜算小于 1:1；由此得出仓位纪律（走势越老化、仓位与杠杆越低）；配合四天法则（75% 的中期反转发生在四天排列出现后的 24 天内）判断反转时点，用七项计点系统快速计分市场多空。触发词：走势还能走多远、行情老化、市场年龄、平均寿命、四天法则、胜算多少 market lifespan, how much further, aged trend, four-day rule, actuarial, odds of continuation。不适用于：个别股票寿命统计（分布属指数体系）、趋势变没变的结构确认（sperandeo-123-trend）、宏观归因（sperandeo-economics）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "market-lifespan",
        "statistics",
        "risk-reward",
        "four-day-rule",
        "dow-theory"
      ],
      "source_book": "《专业投机原理》 维克多·斯波朗迪",
      "source_chapter": "第 26 章（市场平均寿命的统计架构）/ 第 27 章（四天法则）/ 第 30 章（七项计点系统）",
      "related_skills": [
        "sperandeo-123-trend",
        "sperandeo-2b-pattern",
        "sperandeo-capital-rules",
        "sperandeo-economics"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sperandeo-mkt-lifespan.zip",
      "url": "skill/sperandeo-mkt-lifespan",
      "series": "Sperandeo 趋势体系",
      "seriesId": "sperandeo"
    },
    {
      "slug": "sperandeo-psychology",
      "name": "sperandeo-psychology",
      "description": "用户明知正确做法却做不到时使用：知道该止损却死扛、重复犯同样的错、大赚后自我破坏、 把认错等同否定自己。治\"为什么总是重复同样的错\"——诊断并重写潜意识动机程序（信念层 重编程），而非意志力说教。不适用于：急性情绪危机（先止血）、方法论缺失（先补交易 系统）、疑似赌博成瘾（转专业帮助）。Trigger（中）：\"知道该止损但做不到\"\"又犯同样 的错\"\"拿不住单\"\"怎么提高执行力\"。Trigger（英）：\"I know I should cut losses but I can't\" / \"why do I keep making the same mistakes\" / \"self-sabotage\" / \"discipline problem\"。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "交易心理",
        "信念重编程",
        "情绪纪律",
        "谬误自尊",
        "NLP"
      ],
      "source_book": "《专业投机原理》 维克多·斯波朗迪（Victor Sperandeo）",
      "source_chapter": "上卷第13章（情绪的纪律）、第14章（成功之道）、第15章（改变才能坚持）、第16章（克服谬误的自尊）；下卷第31章、后记",
      "related_skills": [
        "sperandeo-trading-rules",
        "luok-psychology-defense",
        "luxiwu-trading-psychology",
        "daoshi-speculation-discipline",
        "liv-patience-validation"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sperandeo-psychology.zip",
      "url": "skill/sperandeo-psychology",
      "series": "Sperandeo 趋势体系",
      "seriesId": "sperandeo"
    },
    {
      "slug": "sperandeo-relative-strength",
      "name": "sperandeo-relative-strength",
      "description": "同板块/同类商品/相关指数有多只候选需要选择时使用：买哪只、做空选哪只、如何构建价差 交易。核心是横向相对强度排序——多头永远买最强者（等回档而非追新高）、价差交易中卖空 最弱者、中期做空避开最强最弱选适中者、顶部确认后最强市场首先回档。不适用于：单一标的 孤立判断、把相对强度当独立买卖信号（它只是辅助工具，且价格须站上移动平均）。 Trigger（中）：\"同板块买哪只\"\"哪只最强\"\"跌了50%很便宜能抄底吗\"\"做空选强的还是弱的\" \"价差交易\"。Trigger（英）：\"which stock to buy\" / \"buy the strongest\" / \"relative strength\" / \"spread trade\"。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "相对强度",
        "选股",
        "买强卖弱",
        "价差交易",
        "技术分析"
      ],
      "source_book": "《专业投机原理》 维克多·斯波朗迪（Victor Sperandeo）",
      "source_chapter": "上卷第8章（相对强度的各种应用）；下卷第27章（相对强度·指数间对比）、第28章（技术分析原则的运用·谷物相对强度）",
      "related_skills": [
        "liv-leading-stocks",
        "sperandeo-123-trend",
        "oneil-rs-leader",
        "oneil-new-high"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sperandeo-relative-strength.zip",
      "url": "skill/sperandeo-relative-strength",
      "series": "Sperandeo 趋势体系",
      "seriesId": "sperandeo"
    },
    {
      "slug": "sperandeo-trading-rules",
      "name": "sperandeo-trading-rules",
      "description": "斯波朗迪交易守则与一致性获利体系——把 18 条交易守则、16 条场内守则与进场八问整合为按交易生命周期组织的可执行自查系统。当用户问\"怎么管住手/怎么拿住盈利/怎么从频繁小亏变成稳定小赚/交易前该检查什么/违反纪律怎么办\"时使用：进场前八问、计划三要素（时间结构/停损/目标）、持仓中怀疑出场与获利保护、收盘复盘记录、85% 法则的频率体检（市场 85% 时间无趋势→利润来自 15% 的大行情→守则的功能是克制情绪而非预测）。触发词：交易纪律、守不住规则、频繁交易、拿不住盈利、交易计划、复盘、止损单、当日冲销 trading discipline, overtrading, cutting winners, trading plan, trading journal, follow my rules。不适用于：仓位金额计算（sperandeo-capital-rules）、趋势方向判定（sperandeo-123-trend）、假突破信号（sperandeo-2b-pattern）、心理根源诊断（心理类 skill）。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [
        "trading-discipline",
        "rules",
        "checklist",
        "consistency",
        "review"
      ],
      "source_book": "《专业投机原理》 维克多·斯波朗迪",
      "source_chapter": "第11-12章 / 第13章 / 第28章 / 第30章",
      "related_skills": [
        "sperandeo-capital-rules",
        "sperandeo-123-trend",
        "sperandeo-2b-pattern",
        "luok-psychology-defense"
      ],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/sperandeo-trading-rules.zip",
      "url": "skill/sperandeo-trading-rules",
      "series": "Sperandeo 趋势体系",
      "seriesId": "sperandeo"
    },
    {
      "slug": "stock-analysis-best",
      "name": "stock-analysis-best",
      "description": "对上市公司做系统性投资价值分析：基本面、技术面、估值与同业对比，支持 A 股、港股、美股，分析后可生成可下载的 HTML/PDF 报告。当用户问“分析 XX 股票/公司”“XX 值不值得买”“估值贵不贵”“和同行比怎么样”时调用；触发词：股票分析、投资价值、基本面、估值、同业对比、财报解读。不用于盘中实时报价查询、下单交易、或纯消息面打板择时。",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.4.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/stock-analysis-best.zip",
      "url": "skill/stock-analysis-best",
      "series": "数据与行情",
      "seriesId": "data"
    },
    {
      "slug": "stock-price-query",
      "name": "stock-price-query",
      "description": "股票查询 / Stock price query. 实时查询股票、股价、行情数据，支持 A 股（沪深）、港股、美股及大盘指数（上证、深证、恒生、纳斯达克、道琼斯、标普500），支持批量查询，零配置开箱即用。Real-time stock price, quote and market index query for A-shares (Shanghai/Shenzhen), Hong Kong and US stocks. Batch query up to 20 symbols. Zero configuration, ready to use out of the box.",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Data & APIs",
      "version": "1.2.1",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/stock-price-query.zip",
      "url": "skill/stock-price-query",
      "series": "数据与行情",
      "seriesId": "data"
    },
    {
      "slug": "tushare-pro",
      "name": "tushare-pro",
      "description": "A股/港股/期货量化数据查询工具。基于 Tushare Pro API，直接通过 HTTP REST 接口调用，无需 pip 和 Python 环境。用于获取中国A股/港股/期货/指数/资金流向/财务数据。",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/tushare-pro.zip",
      "url": "skill/tushare-pro",
      "series": "数据与行情",
      "seriesId": "data"
    },
    {
      "slug": "txcg-cycle",
      "name": "txcg-cycle",
      "description": "A股情绪周期短线推演脑。当用户询问大/小周期节点定位、冰点与弱转强、同梯队连板竞争（分类思想/唯一性）、一致转分歧与分歧转修复、大长腿/承接战法/借力打力套利、天时地利人和选股、回撤线仓位、空仓防守、R值涨跌模型时使用。【trigger-when】提到「情绪周期/赚钱效应/亏钱效应」「冰点/弱转强/唯一性」「连板梯队/分类思想/理解力排除」「中位股淘汰/高位恐慌错杀/反包/高低切换」「大长腿/承接战法/套利低吸」「回撤线/分仓/管住手」「R值/市场关注度/涨的确定性」。【when-not】纯基本面长线、期货外汇、荐股与具体买卖点指令（本skill不荐股）；游资龙头心法交由 youzi-trading，趋势研判交由 mistery-trend，趋势定式交由 fengjipai，首板打板交由 beijing-chaojia，龙头狙击交由 camellia-dragon，事件埋伏交由 event-driven-ambush。",
      "group": "交易体系 / 方法论",
      "category": "finance",
      "version": "2.0.0",
      "tags": [],
      "source_book": "《退学炒股实盘语录与复盘合集》（txcg_all.txt，OCR 合集，5710 行）",
      "source_chapter": "我和小明 / 退神语录57条 / 周期篇 / 冰点弱转强篇 / 连板竞争篇 / 一致转分歧篇 / 分歧转修复篇 / 承接与大长腿篇 / R值涨跌理论篇 / 资金历程交割单",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/txcg-cycle.zip",
      "url": "skill/txcg-cycle",
      "series": "交易体系与实战流程",
      "seriesId": "playbook"
    },
    {
      "slug": "unified-trading-playbook",
      "name": "unified-trading-playbook",
      "description": "十二书（裸K/鹿希武/道氏/利弗莫尔/斯波朗迪/亚当/莫里斯/欧奈尔/江恩/布鲁克斯价格行为学/SMC市场结构/库林量价分析）+ A股短线系共 104 个流派 skill 的融合编排总纲。当用户要求\"综合分析/融合分析/全面分析一个票/帮我分析个股/默认分析\"或未指定流派时使用。内容：14 条跨家融合铁律（最高置信 8/9 家\"绝不摊平\"）、梦之队 11 层默认链、六大数字级复合模块（四层风控栈/统一回调带 33%-66%/仓位双闸门/频率熔断年 4-6 次/假突破三道滤网/出场加仓四级联动）。定位是编排层：单一流派的深度问题转介对应流派 skill（如江恩时间周期→gann-time-cycle、CANSLIM 筛股→oneil-canslim-screener、情绪周期→txcg-cycle、SMC 流动性与订单块→smc-liquidity-stop-hunt/smc-order-block、量价确认/量价背离单标的柱体级→vpa-core-principles、吸筹派筹周期→vpa-insider-cycle）；本 skill 只管默认编排、跨家复合规则与分歧路由。",
      "group": "交易体系 / 方法论",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/unified-trading-playbook.zip",
      "url": "skill/unified-trading-playbook",
      "series": "交易体系与实战流程",
      "seriesId": "playbook"
    },
    {
      "slug": "wind-find-finance-skill",
      "name": "wind-find-finance-skill",
      "description": "万得金融能力发现与安装路由入口。用于金融数据、行情查询、市场分析、今日大盘、市场主线、板块轮动、资金流向、估值、选股、复盘、仓位、交易计划、回测等任务。必须先读取 catalog 判断必需数据 skill / 工作流 skill；缺失时必须展示安装选项，用户确认后由 AI 直接安装，不得只给命令或用通用分析替代。",
      "group": "A股行情 / 复盘 / 数据",
      "category": "Finance",
      "version": "1.0.0",
      "tags": [],
      "source_book": "",
      "source_chapter": "",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/wind-find-finance-skill.zip",
      "url": "skill/wind-find-finance-skill",
      "series": "数据与行情",
      "seriesId": "data"
    },
    {
      "slug": "youzi-trading",
      "name": "youzi-trading",
      "description": "A股游资超短战术脑。当用户询问短线情绪周期、龙头战法、竞价弱转强选股、涨停板接力、板块持续性、分时卖点、仓位与回撤控制、交易心理悟道时使用。【trigger-when】提到「情绪周期/冰点/退潮」「龙头/总龙头/卡位龙」「竞价弱转强/爆量7%」「打板/低吸/半路」「超预期/去弱留强」「板块能否走成主线」「管住手/空仓」「如如不动/交易一致性」。【when-not】纯价值投资/基本面长线、期货外汇、具体买卖点指令（本skill不荐股）；趋势定式/事件埋伏/首板打板等相邻领域交由 fengjipai、event-driven-ambush、beijing-chaojia 等相邻skill。",
      "group": "交易体系 / 方法论",
      "category": "finance",
      "version": "2.0.0",
      "tags": [],
      "source_book": "《淘股吧游资文章精选48篇》（youzi_48.txt，OCR 合集）",
      "source_chapter": "全书48篇",
      "related_skills": [],
      "downloadUrl": "https://ay-skillhub.pages.dev/skills/youzi-trading.zip",
      "url": "skill/youzi-trading",
      "series": "交易体系与实战流程",
      "seriesId": "playbook"
    }
  ]
}