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Skill
options-advanced
HKUDS/Vibe-Trading · agent/src/skills/options-advanced
Advanced options strategies: volatility-surface modeling (SABR / Local Vol), dynamic Greeks rebalancing, calendar spreads, volatility arbitrage and skew trading, and option market-making basics.
Repository stars: 37,845 · Incomplete scan
Skill
vibe-trading
HKUDS/Vibe-Trading · agent
Professional finance research toolkit — backtesting (11 engines + benchmark comparison panel), factor analysis, Alpha Zoo (478 pre-built alphas across qlib158/alpha101/gtja191/academic/fundamental), options pricing, 90 finance skills, 30 multi-agent swarm teams, Trade Journal analyzer, and Shadow Account (extract → backtest → render) across 29 market-data sources (tushare, yfinance, okx, binance, akshare, baostock, tencent, mootdx, ccxt, futu, mt5, tickerall, local, eastmoney, sina, stooq, yahoo, pykrx, india_broker, qveris, longbridge, nobitex, wallex, plus optional-key finnhub/alphavantage/tiingo/fmp/gildata).
Repository stars: 37,845 · Incomplete scan
Skill
hk-connect-flow
HKUDS/Vibe-Trading · agent/src/skills/hk-connect-flow
Stock Connect (Shanghai/Shenzhen-Hong Kong) fund flow analysis — Northbound (foreign into A-shares), Southbound (mainland into HK), sector allocation tracking, and cross-border arbitrage signals.
Repository stars: 37,845 · Incomplete scan
Skill
event-driven
HKUDS/Vibe-Trading · agent/src/skills/event-driven
Event-driven strategy based on sentiment-scored signals from news, announcements, and macro events. The LLM acts as the NLP engine, and event data follows a CSV schema.
Repository stars: 37,845 · Incomplete scan
Skill
multi-factor
HKUDS/Vibe-Trading · agent/src/skills/multi-factor
Multi-factor cross-sectional stock ranking. Combines factor standardization, equal-weight or IC-weighted scoring, and TopN portfolio construction. Suitable for multi-instrument portfolio strategies.
Repository stars: 37,845 · Incomplete scan
Skill
earnings-forecast
HKUDS/Vibe-Trading · agent/src/skills/earnings-forecast
盈利预测与一致预期分析（自上而下/自下而上预测法/SUE/PEAD/分析师预期修正），捕捉业绩超预期交易机会。
Repository stars: 37,845 · Incomplete scan
Skill
technical-basic
HKUDS/Vibe-Trading · agent/src/skills/technical-basic
Core technical indicator collection (trend EMA/ADX + mean-reversion BB/RSI + volume-price OBV/volume ratio), generates a composite signal via three-dimensional voting. Pure pandas implementation for any OHLCV data.
Repository stars: 37,845 · Incomplete scan
Skill
quant-statistics
HKUDS/Vibe-Trading · agent/src/skills/quant-statistics
Quantitative statistical methods: ADF unit-root / cointegration tests, GARCH volatility modeling, regression diagnostics (heteroskedasticity / autocorrelation), Bootstrap, and hypothesis testing.
Repository stars: 37,845 · Incomplete scan
Skill
seasonal
HKUDS/Vibe-Trading · agent/src/skills/seasonal
Seasonal/calendar-effect strategy. Generates trading signals from time-based patterns such as month-of-year effects and day-of-week effects. Suitable for any OHLCV data.
Repository stars: 37,845 · Incomplete scan
Skill
candlestick
HKUDS/Vibe-Trading · agent/src/skills/candlestick
Candlestick pattern recognition engine, pure pandas vectorized implementation of 15 classic candlestick patterns (5 single-candle + 5 double-candle + 4 triple-candle + 1 trend confirmation), generating a composite signal from bullish/bearish pattern scores.
Repository stars: 37,845 · Incomplete scan
Skill
sentiment-analysis
HKUDS/Vibe-Trading · agent/src/skills/sentiment-analysis
市场情绪分析——恐贪指数/Put-Call Ratio/融资融券/北向资金信号解读、社交媒体舆情量化框架
Repository stars: 37,845 · Incomplete scan
Skill
strategy-discovery
HKUDS/Vibe-Trading · agent/src/skills/strategy-discovery
Strategy Discovery: evidence-gated facade over Alpha Zoo + the SDM strategy store — answers what strategies exist and what state they are in, with per-regime evidence instead of scenario tags; reports evidence freshness on every returned row and rebuilds the disposable evidence cache from local backtest runs.
Repository stars: 37,845 · Incomplete scan
Skill
defi-yield
HKUDS/Vibe-Trading · agent/src/skills/defi-yield
DeFi yield analysis and optimization — lending rates, LP yields, staking returns, yield farming strategies, risk-adjusted yield comparison, and protocol-level sustainability assessment.
Repository stars: 37,845 · Incomplete scan
Skill
credit-analysis
HKUDS/Vibe-Trading · agent/src/skills/credit-analysis
固收与信用分析：信用债评级、利差分析、违约风险评估、城投债研究、可转债定价与策略。
Repository stars: 37,845 · Incomplete scan
Skill
akshare
HKUDS/Vibe-Trading · agent/src/skills/akshare
AKShare financial data aggregator (18k+ stars). Free, no API key. Covers A-shares, US, HK, futures, macro, forex. Primary fallback for tushare and yfinance.
Repository stars: 37,845 · Incomplete scan
Skill
valuation-model
HKUDS/Vibe-Trading · agent/src/skills/valuation-model
Valuation methodology — absolute valuation with DCF / DDM / SOTP, relative valuation with PE-Band / PB-ROE / EV-EBITDA, sensitivity analysis, and valuation-trap detection.
Repository stars: 37,845 · Incomplete scan
Skill
us-etf-flow
HKUDS/Vibe-Trading · agent/src/skills/us-etf-flow
US ETF fund flow analysis, sector rotation breadth, and style factor flows — track institutional capital movement via ETF creation/redemption, sector breadth signals, and thematic momentum.
Repository stars: 37,845 · Incomplete scan
Skill
data-routing
HKUDS/Vibe-Trading · agent/src/skills/data-routing
The single ROUTER for every data need. Load this skill BEFORE any backtest, data-fetch, or research task to pick the best available source/tool, honour auth (env) requirements, and avoid ban-risk providers.
Repository stars: 37,845 · Incomplete scan
Skill
geopolitical-risk
HKUDS/Vibe-Trading · agent/src/skills/geopolitical-risk
Geopolitical risk analysis: quantify crisis signals, identify precursors, and build event-driven strategies for war, sanctions, and supply disruption scenarios.
Repository stars: 37,845 · Incomplete scan
Skill
commodity-analysis
HKUDS/Vibe-Trading · agent/src/skills/commodity-analysis
Commodity analysis (oil supply-demand balance / gold pricing / copper as an economic predictor / inventory cycles / futures premium-discount structure / seasonality), generating directional commodity signals.
Repository stars: 37,845 · Incomplete scan
Skill
smc
HKUDS/Vibe-Trading · agent/src/skills/smc
Smart Money Concepts (ICT) signal engine. Uses the smartmoneyconcepts library to implement institutional-trading-school analysis of BOS, ChoCH, FVG, and order blocks (OB).
Repository stars: 37,845 · Incomplete scan
Skill
sec-edgar
HKUDS/Vibe-Trading · agent/src/skills/sec-edgar
U.S. SEC EDGAR fetch interface — resolve a ticker to its CIK, list recent filings (10-K / 10-Q / 8-K and friends) with primary-document URLs, and pull XBRL companyfacts financial series. Free, no API key; rate-limited by IP so every request is throttled and carries a contact User-Agent. United States only.
Repository stars: 37,845 · Incomplete scan
Skill
eastmoney
HKUDS/Vibe-Trading · agent/src/skills/eastmoney
东方财富（Eastmoney）免费免鉴权数据接口，覆盖资金流向、龙虎榜、融资融券、大宗交易、股东户数、限售解禁、行业概念板块、券商研报、财经新闻、A股/港股三大报表+主要指标、全市场选股与代码搜索；美股财报由 get_financial_statements 转 SEC EDGAR。东财请求经共享 IP 限速层节流（东财按源 IP 限流并临时封禁突发请求），通过 Vibe-Trading 工具直接调用，无需 token。
Repository stars: 37,845 · Incomplete scan
Skill
backtest-diagnose
HKUDS/Vibe-Trading · agent/src/skills/backtest-diagnose
Diagnose failed or underperforming backtests, locate the root cause, and fix the issue
Repository stars: 37,845 · Incomplete scan
Skill
options-payoff
HKUDS/Vibe-Trading · agent/src/skills/options-payoff
Option P&L analysis methodology: payoff diagrams, breakeven calculation, multi-leg strategy visualization, and Greeks-based scenario analysis.
Repository stars: 37,845 · Incomplete scan
Skill
pair-trading
HKUDS/Vibe-Trading · agent/src/skills/pair-trading
Pair trading strategy. Trades mean reversion using the spread/ratio Z-score of two correlated instruments. Requires at least two instruments.
Repository stars: 37,845 · Incomplete scan
Skill
strategy-dev-manager
HKUDS/Vibe-Trading · agent/src/skills/strategy-dev-manager
Strategy Development Manager: convert academic papers and research reports into validated factors and strategies with automated backtesting, persistent storage, and decay monitoring.
Repository stars: 37,845 · Incomplete scan
Skill
yfinance
HKUDS/Vibe-Trading · agent/src/skills/yfinance
yfinance global market data interface — retrieve OHLCV and research data for US, HK, and Canadian stocks, ETFs, and indices via Yahoo Finance. Free, no API key required.
Repository stars: 37,845 · Incomplete scan
Skill
token-unlock-treasury
HKUDS/Vibe-Trading · agent/src/skills/token-unlock-treasury
Token unlock schedule analysis and project treasury tracking — vesting cliffs, linear unlocks, team/investor/ecosystem token releases, treasury diversification, and sell pressure forecasting.
Repository stars: 37,845 · Incomplete scan
Skill
financial-statement
HKUDS/Vibe-Trading · agent/src/skills/financial-statement
财报三表深度解读——三表勾稽关系、盈利质量(应计vs现金流)分析、杜邦分解、10+财务造假红旗指标
Repository stars: 37,845 · Incomplete scan
Skill
perp-funding-basis
HKUDS/Vibe-Trading · agent/src/skills/perp-funding-basis
Perpetual futures funding rate analysis and cash-carry basis trading — funding rate regimes, annualized basis signals, carry trade construction, and funding rate arbitrage between exchanges.
Repository stars: 37,845 · Incomplete scan
Skill
okx-market
HKUDS/Vibe-Trading · agent/src/skills/okx-market
OKX cryptocurrency market data interface. Uses the OKX V5 REST API to retrieve spot, derivatives, index, and other crypto market data, including real-time prices, candlesticks, funding rates, open interest, and more. No authentication required, free to use.
Repository stars: 37,845 · Incomplete scan
Skill
macro-analysis
HKUDS/Vibe-Trading · agent/src/skills/macro-analysis
Macroeconomic cycle positioning and central-bank policy interpretation, including GDP/CPI/PMI/rates/FX analysis, with output in the form of major-asset allocation tilts.
Repository stars: 37,845 · Incomplete scan
Skill
liquidation-heatmap
HKUDS/Vibe-Trading · agent/src/skills/liquidation-heatmap
Liquidation level analysis and heatmap interpretation — identify leveraged position concentration, liquidation cascades, stop-hunt zones, and use liquidation data as support/resistance signals.
Repository stars: 37,845 · Incomplete scan
Skill
shadow-account
HKUDS/Vibe-Trading · agent/src/skills/shadow-account
Shadow Account — 从用户交割单提炼盈利模式（3-5 条人话规则）→ 跨 A股/港股/美股/crypto 多市场回测 → 差值归因 → 8-section PDF 报告。叙事：你的影子，没有情绪噪音。
Repository stars: 37,845 · Incomplete scan
Skill
etf-analysis
HKUDS/Vibe-Trading · agent/src/skills/etf-analysis
ETF分析：产品筛选、费率对比、跟踪误差、流动性评估、策略应用与中国市场ETF量化配置框架。
Repository stars: 37,845 · Incomplete scan
Skill
cross-market-strategy
HKUDS/Vibe-Trading · agent/src/skills/cross-market-strategy
Write signal_engine.py for portfolios spanning multiple markets (A-shares + crypto, equity + forex, etc.)
Repository stars: 37,845 · Incomplete scan
Skill
stablecoin-flow
HKUDS/Vibe-Trading · agent/src/skills/stablecoin-flow
Stablecoin supply and flow analysis — USDT/USDC mint-burn signals, exchange stablecoin reserves, on-chain stablecoin velocity, and capital rotation indicators for crypto market timing.
Repository stars: 37,845 · Incomplete scan
Skill
private-company-research
HKUDS/Vibe-Trading · agent/src/skills/private-company-research
Deep research framework for pre-IPO / private companies (Ant Group, SpaceX, Stripe, ByteDance...). Six analyst lenses — business model, financial forensics, competitive landscape, risk & governance, tech & IP, alternative-data signals — run in parallel via run_swarm, then cross-validated for signal consistency before any verdict. Built around the core challenge of private-company work: information is scarce, so every data point carries a confidence label (high / medium / low), inference is shown separately from fact, and 'I don't know' is a valid output. Outputs a fair-value range, exit-path analysis, and an information-gap map. Use for any unlisted company where you need to judge what the business is actually worth.
Repository stars: 37,845 · Incomplete scan
Skill
ccxt
HKUDS/Vibe-Trading · agent/src/skills/ccxt
CCXT unified crypto exchange library (100+ exchanges). Free public market data. Fallback when OKX is unavailable.
Repository stars: 37,845 · Incomplete scan
Skill
correlation-analysis
HKUDS/Vibe-Trading · agent/src/skills/correlation-analysis
Correlation and cointegration analysis — co-movement discovery, deep return-correlation analysis, sector clustering, realized correlation, Engle-Granger / Johansen cointegration, half-life, Kalman dynamic hedge ratio, cross-market linkage analysis, and pair-trading signal generation
Repository stars: 37,845 · Incomplete scan
Skill
elliott-wave
HKUDS/Vibe-Trading · agent/src/skills/elliott-wave
Elliott Wave Theory signal engine. Detects swing points through Zigzag, matches 5-wave impulse and 3-wave corrective structures, validates them with Fibonacci wave relationships, and generates trend-top / correction-complete signals. Pure in-house pandas implementation.
Repository stars: 37,845 · Incomplete scan
Skill
ichimoku
HKUDS/Vibe-Trading · agent/src/skills/ichimoku
Ichimoku Kinko Hyo five-line system signal engine. A standalone Japanese technical-analysis school that generates trading signals from Tenkan/Kijun crossovers, cloud position, and Chikou confirmation. Pure pandas implementation.
Repository stars: 37,845 · Incomplete scan
Skill
pine-script
HKUDS/Vibe-Trading · agent/src/skills/pine-script
Export backtest strategies to indicator/strategy code for major trading platforms — TradingView, 通达信, 同花顺, 东方财富, MT5.
Repository stars: 37,845 · Incomplete scan
Skill
research-discipline
HKUDS/Vibe-Trading · agent/src/skills/research-discipline
A short self-bias checklist to run at the START of any investment research task (stock screen / sector study / company deep-dive). Four biases that systematically warp AI research — leader-bias (only big caps), English-bias (miss JP/KR/TW players), narrative-bias (chase concept labels), confirmation-bias (only bullish evidence) — plus recency-bias. Load this first, then research with the corrections in mind. Not a workflow, just a 60-second attitude reset that materially improves coverage and honesty.
Repository stars: 37,845 · Incomplete scan
Skill
huashu-nuwa
alchaincyf/nuwa-skill · Root skill
女娲造人：输入人名/主题/甚至只是模糊需求，自动深度调研→思维框架提炼→生成可运行的人物Skill。 两种入口：(1)明确人名→直接蒸馏 (2)模糊需求→诊断推荐→再蒸馏。 触发词：「造skill」「蒸馏XX」「女娲」「造人」「XX的思维方式」「做个XX视角」「更新XX的skill」。 模糊需求也触发：「我想提升决策质量」「有没有一种思维方式能帮我...」「我需要一个思维顾问」。 English triggers: "distill [person]", "nuwa", "create a [person] perspective skill", "how does [person] think", "I need a thinking advisor".
Repository stars: 37,757 · Incomplete scan
Skill
steve-jobs-perspective
alchaincyf/nuwa-skill · examples/steve-jobs-perspective
史蒂夫·乔布斯(Steve Jobs)的思维框架与表达方式。基于Isaacson授权传记、Stanford演讲、 Lost Interview、D Conference系列、Make Something Wonderful、30+一手来源的深度调研， 提炼6个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用乔布斯的视角分析产品、审视决策、提供反馈。 当用户提到「用乔布斯的视角」「乔布斯会怎么看」「Jobs模式」「steve jobs perspective」时使用。 即使用户只是说「帮我用乔布斯的角度想想」「如果乔布斯会怎么做」「切换到乔布斯」也应触发。
Repository stars: 37,757 · Incomplete scan
Skill
elon-musk-perspective
alchaincyf/nuwa-skill · examples/elon-musk-perspective
马斯克的思维操作系统。基于传记、播客、推文、法庭证词、决策记录和外部批评的深度调研， 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用马斯克的视角分析问题、审视决策、拆解成本结构、挑战行业假设。 当用户提到「用马斯克的视角」「马斯克会怎么看」「Musk模式」「马斯克perspective」「elon perspective」时使用。 即使用户只是说「这个成本合理吗」「从第一性原理想想」「白痴指数是多少」「五步算法」「能不能垂直整合」也可触发。 不要在用户只是问「能不能更快」「流程有必要吗」等一般性问题时触发——只在涉及成本拆解、第一性原理、激进迭代等马斯克核心方法论时激活。
Repository stars: 37,757 · Incomplete scan
Skill
munger-perspective
alchaincyf/nuwa-skill · examples/munger-perspective
查理·芒格的思维框架与表达方式。基于《穷查理宝典》、伯克希尔/Daily Journal股东会、 USC/哈佛演讲、访谈记录、外部批评等50+来源的深度调研， 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用芒格的视角分析问题、审视决策、提供反馈。 当用户提到「用芒格的视角」「芒格会怎么看」「芒格模式」「munger perspective」时使用。 也适用于：投资决策审视、认知偏误检查、跨学科思考训练、逆向思考练习。 即使用户只是说「逆向思考一下」「这有什么认知偏误」「Lollapalooza效应」「能力圈之外」「激励结构是什么」也可触发。 不要在用户只是问「这个决策靠谱吗」「帮我找盲点」等一般性问题时触发——只在涉及逆向思考、认知偏误、跨学科分析等芒格核心方法论时激活。
Repository stars: 37,757 · Incomplete scan
Skill
x-mastery-mentor
alchaincyf/nuwa-skill · examples/x-mastery-mentor
$10K/hr级X/Twitter运营导师。基于Nicolas Cole、Dickie Bush、Sahil Bloom、Justin Welsh、 Dan Koe、Alex Hormozi六位顶级创作者的方法论 + X开源算法深度分析 + AI/科技赛道专精策略， 提炼6个核心心智模型、10条决策启发式、完整的选题-写作-增长操作手册。 通用方法论为底座，AI/科技赛道为专精。 当用户提到「X运营」「推特」「Twitter」「怎么写推文」「怎么涨粉」「X策略」「推特选题」「tweet」「thread」「X算法」时使用。 即使用户只是说「这条推文怎么写」「帮我想个X内容」「推特增长」「发推」「write a tweet」「X account」「grow on X」也应触发。
Repository stars: 37,757 · Incomplete scan
Automated signals, not a guarantee. How the checks work.
