FinSkills

repository·main·Indexed 42 days ago

https://github.com/geeksfino/finskills

A collection of Claude Skills for professional-grade financial investment analysis in the US and China A-share markets. It features a modular architecture consisting of discovery and screening tools, deep analysis utilities, portfolio management tools, and the FinData Toolkit for live market data fetching via yfinance, SEC EDGAR, FRED, and AKShare.

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What's inside FinSkills

  1. Overview of the Event-Driven Analysis Framework

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    The Event-Driven Analysis Framework provides a structured methodology for classifying, analyzing, and assessing risks associated with corporate events in the A-share market. It categorizes events based on their typical price spreads, time horizons, risk levels, and capital requirements to guide investment decisions.

    | 事件类型 | 典型价差 | 时间跨度 | 风险等级 | 资金门槛 |
    |---------|---------|---------|---------|---------|
    | 已获批并购重组 | 3–10% | 1–3个月 | 低-中 | 中 |
    | 待审批并购重组 | 10–30% | 3–12个月 | 中-高 | 中 |
    | 国企改革/资产注入 | 15–50% | 6–24个月 | 高 | 低 |
    | 公司回购 | 5–15%年化 | 6–12个月 | 低 | 低 |
    | 大股东增持 | 5–10% | 3–6个月 | 低-中 | 低 |
    | 分拆上市 | 10–30% | 6–18个月 | 中 | 低 |
    | 指数纳入 | 3–8% | 2–6周 | 低-中 | 低 |
    | 解禁减持 | -5%至-15% | 1–3个月 | 做空/回避 | 低 |
  2. Overview of FinSkills Financial Analysis Skills

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    FinSkills is a collection of Claude Skills designed for financial investment analysis, covering both US and China markets. It provides a full-process analysis capability ranging from value screening to portfolio construction, risk diagnosis, and institutional-grade document generation.

    Skills are organized into three analytical layers and a data tool layer:

    1. Discovery & Screening: Finding investment candidates (e.g., Undervalued Stock Screener, ESG Screener).
    2. Deep Analysis: Evaluating specific opportunities (e.g., Financial Statement Analyzer, Event-Driven Detector).
    3. Portfolio & Documentation: Building, monitoring, and recording (e.g., Portfolio Health Check, Suitability Report Generator).
    4. Data Tools: The FinData Toolkit provides real-time market data and quantitative calculations used by the analysis skills.
  3. Overview of FinSkills capabilities

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    FinSkills is a collection of Claude Skills designed for financial investment analysis. It provides end-to-end analytical capabilities across two primary markets: the US market (English) and the China A-share market (Chinese).

    The skills are organized into four functional tiers:

    1. Discovery & Screening: Tools for finding investment candidates (e.g., Undervalued Stock Screener, Insider Trading Analyzer, Sentiment-Reality Gap, Small-Cap Growth Identifier, Quant Factor Screener, ESG Screener).
    2. Deep Analysis: Tools for evaluating specific opportunities (e.g., Dividend Aristocrat Calculator, Tech Hype vs Fundamentals, Sector Rotation Detector, Financial Statement Analyzer, Event-Driven Detector).
    3. Portfolio & Documentation: Tools for managing and reporting (e.g., Risk-Adjusted Return Optimizer, Portfolio Health Check, Suitability Report Generator).
    4. Data Toolkit: The FinData Toolkit provides live market data fetching and quantitative calculations used by the analysis skills.
  4. Use the Quant Factor Screener for A-Share selection

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    The quant-factor-screener skill acts as a quantitative equity analyst to perform systematic multi-factor screening for A-shares. It uses an academic-based framework to score and rank stocks across six core factors: Value, Momentum, Quality, Low Volatility, Size, and Growth.

    Use this skill when you need to perform:

    • Factor investing analysis
    • Multi-factor screening
    • Value/Momentum/Quality factor analysis
    • Factor scoring and timing
    • Smart Beta strategy development
    • Quantitative stock selection based on academic factors
  5. Use the event-driven-detector skill for A-share analysis

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    The event-driven-detector skill acts as a special situations analyst to identify and analyze company events in the A-share market that may create temporary pricing deviations. It is designed to handle queries related to:

    • M&A and restructuring (并购重组)
    • Asset injections (资产注入)
    • Share buybacks and increases (回购增持)
    • State-owned enterprise (SOE) reforms (国企改革)
    • Index adjustments (指数调整)
    • Special event investing or event-driven strategies

    When using this skill, the workflow follows a five-step process: defining scope, scanning active events, individual analysis, risk assessment, and ranking/presentation.

  6. Use the Sector Rotation Signal Detector skill

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    The sector-rotation-detector skill is designed to act as a macro investment strategist. It analyzes macroeconomic indicators and business cycle positioning to identify which sectors are likely to outperform or underperform over a 6–12 month horizon.

    Use this skill when you need to address:

    • Sector rotation queries
    • Macro-driven sector allocation
    • Business cycle investing
    • Determining which sectors to overweight or underweight
    • Assessing the impact of interest rates or inflation on specific sectors
    • Developing a macro investment strategy
  7. Use the sentiment-reality-gap skill for A-share contrarian investing

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    The sentiment-reality-gap skill is designed to identify contrarian investment opportunities in the China A-share market. It specifically targets stocks that are being heavily sold off or covered negatively despite having strong fundamentals—effectively finding the largest gap between market sentiment and economic reality.

    When to use this skill

    Use this skill when querying for:

    • Contrarian investing (逆向投资)
    • Oversold rebounds (超跌反弹)
    • Market mispricing (市场错误定价)
    • Divergence between sentiment and fundamentals (情绪与基本面背离)
    • Companies misunderstood by the market (被市场误解的公司)
    • Excessive negative sentiment reactions (负面情绪过度反应)
    • "Market killing" opportunities (市场错杀)
  8. Use the Small-Cap Growth Identifier skill

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    The small-cap-growth-identifier skill is designed to identify overlooked high-growth companies with small market capitalizations in the A-share (China) market. Use this skill when querying for:

    • Small-cap growth stocks
    • Low market cap, high growth companies
    • Overlooked small-cap stocks
    • 'Specialized, Refined, Differential, and Innovative' (专精特新) enterprises
    • A-share stocks with small market caps but rapid growth.
  9. Structure of the ESG and Responsible Investment Report

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    The ESG screening results are output in a structured report format designed for ESG and responsible investment analysis. The report is organized into several key sections: screening parameters, exclusion results, ESG selection (top picks), ESG momentum (improving/deteriorating companies), controversy monitoring, financial integration, industry ESG landscape, and individual company ESG cards.
  10. Use the portfolio-health-check skill for China-market analysis

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    The portfolio-health-check skill is designed to diagnose risks and inefficiencies in existing investment portfolios within the China market. Use this skill when you need to audit current holdings, assess concentration, check factor exposure, evaluate correlation risks, or identify hidden biases and receive actionable improvement suggestions.

    Key Capabilities:

    • Concentration Analysis: Evaluates single stock, top 5, industry, market, market cap, asset class, and style concentration.
    • Correlation Detection: Identifies clusters of highly correlated holdings (e.g., multiple stocks in the same supply chain).
    • Factor Exposure: Decomposes the portfolio into factors like Beta, Value, Growth, Size, Momentum, Quality, Volatility, and Dividend Yield.
    • Risk Metrics: Calculates Volatility, Beta, Tracking Error, VaR (95%), CVaR, Max Drawdown, Sharpe Ratio, and Sortino Ratio.
    • Stress Testing: Simulates historical scenarios like the 2015 crash, 2018 trade frictions, 2020 pandemic shock, 2022 market adjustment, and the 2008 financial crisis.
    • Liquidity Assessment: Evaluates exit timeframes, low-liquidity positions, and impact of A-share price limit rules (10%/20%).
  11. Use the ESG & Responsible Investing Screener

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    The esg-screener skill is used to screen and evaluate companies through Environmental, Social, and Governance (ESG) criteria. It identifies leaders, laggards, controversies, and ESG momentum to support responsible investment decisions.

    Use this skill when analyzing:

    • ESG, sustainable, or socially responsible investing (SRI)
    • Impact investing or green stocks
    • Carbon footprint analysis
    • Governance quality assessment
    • Controversy screening or exclusion lists
    • ESG scoring for companies or portfolios.
  12. Structure of the Undervalued Stock Screener Report

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    The output for the A-share (China market) undervalued stock screener follows a structured format designed for both individual stock deep-dives and comparative analysis. The report consists of three main components:

    1. Individual Stock Analysis Template (个股分析模板): A detailed breakdown of a single company including business overview, valuation comparisons, fundamental metrics, reasons for undervaluation, core risks, and estimated valuation ranges.
    2. Horizontal Comparison Table (横向对比表): A summary table allowing for side-by-side comparison of multiple screened stocks across key metrics like PE, PB, ROE, and potential upside.
    3. Risk Disclaimer (风险提示): A mandatory section highlighting the limitations of the model, such as data lag, the risk of 'value traps', and the fact that the analysis is for educational purposes and not investment advice.