longbridge/skills

Foundation reference skill for the Longbridge Securities platform, covering the Longbridge CLI, Python SDK, Rust SDK, and MCP integration for querying stock prices, portfolios, news, and valuations across HK, US, A-share, and Singapore markets.

Server-side quantitative indicator runner via Longbridge — executes Pine Script v6 syntax subset against historical K-line data for built-in indicators (MACD, RSI, Bollinger Bands, EMA, SMA) and custom logic, returning results as JSON.

Core technical-indicator signal engine computing MACD, KDJ, RSI, Bollinger Bands, EMA, ADX, and OBV from OHLCV data with multi-dimensional buy/sell/neutral voting across HK, US, and A-share markets.

A Longbridge Securities smart analysis skill for analyzing portfolio performance and holdings across HK, US, A-share, and Singapore markets via natural-language queries.

A Longbridge Securities smart analysis skill that retrieves earnings data and reports for stocks across HK, US, A-share, and Singapore markets through the Longbridge CLI and MCP integration.

A Longbridge Securities live market data skill that provides derivatives and options market data across HK, US, A-share, and Singapore markets via the Longbridge CLI and MCP.

A Longbridge Securities account skill for accessing your personal watchlist of tracked stocks across HK, US, A-share, and Singapore markets.

Longbridge skill for accessing research reports and analysis across HK, US, A-share, and Singapore markets through AI assistants with multilingual support.

Longbridge skill that provides real-time market data access across HK, US, A-share, and Singapore markets, letting AI assistants answer stock price queries in English, Chinese, or Traditional Chinese.

Longbridge skill for querying company fundamentals and valuations across HK, US, A-share, and Singapore markets, backed by real Longbridge data with multilingual support.

Longbridge skill focused on value investing strategies and stock valuations across HK, US, A-share, and Singapore markets, enabling AI-assisted investment analysis.

Longbridge skill for accessing market intelligence data across HK, US, A-share, and Singapore markets through AI assistants with multilingual support.

Provides access to latest news articles, regulatory filings, community discussion topics, and SEC EDGAR filing analysis (10-K, 10-Q, 8-K, proxy, Form 4) for listed stocks via the Longbridge platform.

A suite of 30 skills that integrate with Longbridge Securities to provide real-time market data, portfolio tracking, valuations, earnings, news, and account management across Hong Kong, US, A-share, and Singapore markets in English, Simplified Chinese, and Traditional Chinese.

A set of 30 AI assistant skills for querying Longbridge Securities data, covering live market quotes, portfolio tracking, valuations, news, and account management across HK, US, A-share, and Singapore markets in English, Simplified Chinese, and Traditional Chinese.

A set of 30 AI assistant skills for querying Longbridge Securities data, covering live market quotes, portfolio tracking, valuations, news, and account management across HK, US, A-share, and Singapore markets in English, Simplified Chinese, and Traditional Chinese.

A suite of 30 skills that integrate with Longbridge Securities to provide real-time market data, portfolio tracking, valuations, earnings, news, and account management across Hong Kong, US, A-share, and Singapore markets in English, Simplified Chinese, and Traditional Chinese.

A set of 30 AI assistant skills for querying Longbridge Securities data, covering live market quotes, portfolio tracking, valuations, news, and account management across HK, US, A-share, and Singapore markets in English, Simplified Chinese, and Traditional Chinese.

An agent skill from Longbridge Securities' 50-skill collection covering candlestick pattern analysis as part of technical analysis tools for HK, US, A-share, and Singapore markets with real Longbridge data.

A set of 30 AI assistant skills for querying Longbridge Securities data, covering live market quotes, portfolio tracking, valuations, news, and account management across HK, US, A-share, and Singapore markets in English, Simplified Chinese, and Traditional Chinese.

A Longbridge Securities skill for ETF analysis including composition, performance comparison, sector exposure, and flow tracking across HK, US, A-share, and Singapore markets.

An agent skill from Longbridge Securities' 50-skill collection covering northbound capital flow analysis as part of institutional flow tools for HK, US, A-share, and Singapore markets with real Longbridge data.

Conducts in-depth stock research reports using Longbridge Securities data, providing comprehensive analysis of individual stocks across HK, US, A-share, and Singapore markets through natural language queries in English, Simplified Chinese, or Traditional Chinese.

An agent skill from Longbridge Securities' 50-skill collection covering Chan theory (缠论) analysis as part of technical analysis tools for HK, US, A-share, and Singapore markets with real Longbridge data.

Fetches full three-statement financials (income statement, balance sheet, cash flow) for listed companies via Longbridge with cross-statement reconciliation and DuPont decomposition.

A Longbridge Securities smart analysis skill for accessing corporate ownership, governance, and corporate action data for stocks across HK, US, A-share, and Singapore markets.

A Longbridge Securities smart analysis skill that retrieves fundamental data including financial statements, ratios, and valuation metrics for stocks across HK, US, A-share, and Singapore markets.

A set of 30 AI assistant skills for querying Longbridge Securities data, covering live market quotes, portfolio tracking, valuations, news, and account management across HK, US, A-share, and Singapore markets in English, Simplified Chinese, and Traditional Chinese.

A Longbridge Securities account skill for viewing and managing trade orders, including order history and status across HK, US, A-share, and Singapore markets.

A Longbridge Securities smart analysis skill that provides a financial calendar of earnings dates, dividends, and corporate events for stocks across HK, US, A-share, and Singapore markets.

A Longbridge Securities smart analysis skill that scans for upcoming catalysts and market-moving events for stocks across HK, US, A-share, and Singapore markets.

A Longbridge Securities live market data skill that provides real-time order book depth and bid/ask levels for securities across HK, US, A-share, and Singapore markets.

A Longbridge Securities live market data skill for monitoring the AH premium spread between A-shares (Shanghai/Shenzhen) and H-shares (Hong Kong) for dual-listed stocks.

A Longbridge Securities live market data skill that provides market temperature and sentiment indicators for HK, US, A-share, and Singapore markets.

Multi-factor sector-rotation scanner that combines price momentum, capital flow, and valuation to rank industries by cycle leadership across A-share, HK, and US markets.

A Longbridge Securities skill for supply chain analysis across cross-market data, part of a 119-skill suite that provides real-time market data, fundamentals, and research for HK, US, A-share, and Singapore markets via AI assistants.

An agent skill from Longbridge Securities' 50-skill collection covering factor-based stock screening as part of quantitative analysis tools for HK, US, A-share, and Singapore markets with real Longbridge data.

A Longbridge Securities account skill for retrieving account statements, transaction records, and P&L summaries from your brokerage account.

A Longbridge Securities live market data skill for detecting anomalous price and volume activity in stocks across HK, US, A-share, and Singapore markets.

A Longbridge Securities smart analysis skill for tracking institutional and capital flows in stocks across HK, US, A-share, and Singapore markets.

Deep financial statement analysis via Longbridge with cross-statement reconciliation, DuPont decomposition (ROE breakdown), earnings-quality scoring, and 10-item financial fraud red-flag checklist.

A Longbridge Securities live market data skill for retrieving constituent lists of major market indices across HK, US, A-share, and Singapore markets.

A Longbridge Securities smart analysis skill for comparing stocks against their industry peers with side-by-side fundamental and valuation analysis across HK, US, A-share, and Singapore markets.

A Longbridge Securities account skill for managing price alerts and notifications, enabling automated monitoring of stocks across HK, US, A-share, and Singapore markets.

A Longbridge Securities account skill for managing dollar-cost averaging (DCA) investment strategies, enabling automated periodic purchases across HK, US, A-share, and Singapore markets.

A Longbridge Securities live market data skill that provides foreign exchange rate data and currency pair information for cross-market investment decisions.

A Longbridge Securities account skill for creating, editing, and organizing watchlist groups to track stocks across HK, US, A-share, and Singapore markets.

Tracks ETF fund flows using Longbridge Securities data, helping investors analyze capital movement in and out of ETFs across HK, US, A-share, and Singapore markets via natural language queries.

A Longbridge Securities live market data skill for browsing and filtering available securities across HK, US, A-share, and Singapore markets on the Longbridge platform.

An agent skill from Longbridge Securities' 50-skill collection covering consensus estimate analysis as part of fundamental analysis tools for HK, US, A-share, and Singapore markets with real Longbridge data.

A Longbridge Securities skill for retrieving and analyzing SEC filings and cross-market regulatory documents across HK, US, A-share, and Singapore markets, with multilingual support in English, Simplified Chinese, and Traditional Chinese.

A Longbridge Securities smart analysis skill for previewing upcoming earnings reports and analyst expectations for stocks across HK, US, A-share, and Singapore markets.

Fetches industry-valuation data via Longbridge to produce cross-peer valuation matrices (PE/PB/PS/dividend yield), industry-percentile rankings, and premium/discount analysis for a target stock.

Tracks sector rotation over 6-12 months by identifying the current economic cycle phase (recovery, overheating, stagflation, recession) and mapping it to historically favored sectors, providing ongoing allocation recommendations via Longbridge market data.

Smart Money Concepts (SMC/ICT) signal engine that identifies Break of Structure (BOS), Change of Character (ChoCH), Fair Value Gaps, Order Blocks, and liquidity grabs to determine institutional money direction.

Market microstructure analysis via Longbridge — bid-ask spread, order-flow toxicity, liquidity depth, price impact, and institutional order direction covering A-share, HK, and US markets.

An agent skill from Longbridge Securities' 50-skill collection covering Elliott Wave analysis as part of technical analysis tools for HK, US, A-share, and Singapore markets with real Longbridge data.

Identifies, classifies, and scores corporate events that may create pricing dislocations for listed companies via Longbridge. Covers major-shareholder changes, equity incentives, buybacks, M&A, index rebalancing, and management changes.

Scores a listed company's financial health across five dimensions (profitability, growth, financial health, cash quality, operating efficiency) for a total of 100 points using Longbridge data. Supports Simplified Chinese, Traditional Chinese, and English responses.

An agent skill from Longbridge Securities' 50-skill collection covering Ichimoku Cloud analysis as part of technical analysis tools for HK, US, A-share, and Singapore markets with real Longbridge data.

Factor research framework via Longbridge for evaluating single-factor effectiveness across A-shares, HK, and US stocks — covers information coefficient (IC), information ratio (IR), decile portfolio backtests, and IC decay analysis.

Provides behavioral finance analysis frameworks for investment decisions, part of the Longbridge Securities skill suite with 119 skills covering market data, fundamentals, valuation, options, technical analysis, quantitative strategies, and portfolio risk across HK, US, A-share, and Singapore markets.

An agent skill from Longbridge Securities' 50-skill collection covering harmonic pattern analysis as part of technical analysis tools for HK, US, A-share, and Singapore markets with real Longbridge data.

Tracks analyst consensus revision direction, earnings surprise (SUE), post-earnings drift signals (PEAD), and management guidance revision impact for listed companies via Longbridge.

A Longbridge Securities skill for tracking and analyzing IPO (Initial Public Offering) data, subscription information, and new listing details across HK, US, A-share, and Singapore markets.

Generates personalized morning market briefings using Longbridge Securities data, summarizing key overnight developments, market movements, and items to watch across HK, US, A-share, and Singapore markets in multiple languages.

Analyzes and recommends portfolio asset allocation strategies using Longbridge Securities data, helping investors optimize diversification across asset classes in HK, US, A-share, and Singapore markets.

A Longbridge Securities skill for financial planning within the portfolio and risk group, part of a 119-skill suite providing real-time market data, portfolio analysis, and risk management across HK, US, A-share, and Singapore markets.

Multi-factor cross-sectional stock selection via Longbridge — scores stocks on value, momentum, quality, and low-volatility factors using Z-scores, constructs TopN long/short portfolios with equal or IC-weighted combination.

Part of the Longbridge Securities skills suite, this skill screens stocks based on value investing criteria using real Longbridge market data across HK, US, A-share, and Singapore markets with multilingual support in English, Simplified Chinese, and Traditional Chinese.

Screens and ranks industry sectors across A-share, Hong Kong, and US markets by valuation (PE/PB), capital inflow, price performance, and turnover rate, outputting a ranked sector leaderboard.

Provides DeFi yield farming and protocol data through the Longbridge Securities platform, enabling AI assistants to analyze crypto DeFi opportunities. Requires Crypto account permission and retrieves DeFi protocol data via web search.

Retrieves and displays analyst consensus estimates and forecasts for stocks using Longbridge Securities data, covering earnings projections, target prices, and rating distributions across HK, US, A-share, and Singapore markets.

A Longbridge Securities skill for options volatility analysis, part of the 119-skill suite that lets AI assistants query real-time market data across HK, US, A-share, and Singapore markets in English, Chinese, or Traditional Chinese.

A Longbridge Securities skill for hedging strategies and methodologies, part of the frameworks and methodology group within a 119-skill suite that provides market data and investment analysis across HK, US, A-share, and Singapore markets.

Generates comprehensive industry overview reports via Longbridge covering market dynamics, competitive landscape, key players, thematic trends, valuation ranges, and catalysts/risks with industry sizing and growth rates.

Provides portfolio rebalancing analysis for Longbridge Securities accounts, part of the 119-skill Longbridge suite covering market data, fundamentals, valuation, options, technical analysis, quantitative strategies, and portfolio risk across HK, US, A-share, and Singapore markets with multilingual support.

Valuation methodology framework covering absolute (DCF, DDM, SOTP) and relative (PE-Band, PB-ROE, EV/EBITDA, PS) approaches with practical guidance on when to use each method, common pitfalls, and application with Longbridge data.

Generates detailed company profiles using Longbridge Securities data, part of the 119-skill Longbridge suite covering deep research, market data, fundamentals, valuation, and portfolio analysis across HK, US, A-share, and Singapore markets with multilingual support.

High-dividend stock screening via Longbridge — filters for sustainable payout ratios, free-cash-flow coverage, stable dividend history, and evaluates long-term total return potential across A-shares, HK, and US markets.

Combines real-time quotes, capital flow analysis (large/medium/small order distribution), and candlestick data to compute technical indicators (MACD, RSI, Bollinger Bands) for multiple symbols in a single pass, enabling comprehensive multi-stock market scanning.

Provides static basic information for Longbridge-tradable securities — company name, listing date, exchange, industry classification, total/circulating shares, market cap, IPO price, and contact details for stocks, ETFs, options, and warrants.

Portfolio performance attribution via Longbridge — Brinson industry attribution (allocation/selection/interaction effects), factor alpha/beta decomposition, and timing ability analysis using the Treynor-Mazuy model.

Quantitative strategy generation and optimization via Longbridge — parameter grid search, walk-forward validation, overfitting detection, multi-strategy combination, and Sharpe/Calmar ratio optimization with Python code generation.

Analyzes ADR (American Depositary Receipt) premiums and discounts using Longbridge Securities data, comparing cross-listed stocks between US and their home exchanges across HK and A-share markets.

Part of the Longbridge Securities skills suite, this skill handles business-related queries using real Longbridge market data, supporting multilingual queries in English, Simplified Chinese, and Traditional Chinese across HK, US, A-share, and Singapore markets.

Real-time major index quotes via Longbridge — Shanghai Composite, CSI 300, ChiNext, Hang Seng, NASDAQ, S&P 500, Dow Jones with price, change, volume, and historical trend data.

Risk measurement and stress testing via Longbridge — computes VaR (historical simulation/parametric), CVaR, max drawdown, Sharpe/Calmar ratios, and runs historical scenario stress tests (2008 GFC, 2020 COVID crash, 2022 rate hike).

Provides advanced options analysis capabilities through Longbridge Securities, covering complex multi-leg options strategies, Greeks analysis, and sophisticated derivatives trading scenarios across supported markets.

DCF valuation model built from Longbridge financial data — projects free cash flow from historical data, calculates WACC with Beta/risk-free rate/equity risk premium, computes terminal value, and determines intrinsic value with margin of safety.

Part of the Longbridge Securities skills suite, this skill performs competitive analysis on stocks by leveraging real Longbridge market data across HK, US, A-share, and Singapore markets. It supports multilingual queries in English, Simplified Chinese, and Traditional Chinese.

Institutional research and analyst ratings via Longbridge — buy/hold/sell distribution, consensus price target, EPS/revenue forecasts, and rating change history for sell-side research analysis.

A Longbridge Securities skill for correlation analysis within the quantitative strategies group, part of a 119-skill suite that provides market data, quantitative strategies, and portfolio analysis across HK, US, A-share, and Singapore markets.

On-chain data analysis framework via Longbridge covering active addresses, whale behavior, TVL, DEX liquidity, and on-chain valuation metrics (MVRV, NVT, SOPR) — provides spot crypto quotes with external sources for raw data.

Options strategy framework via Longbridge for selecting and comparing strategies — covered call, protective put, straddle, strangle, bull/bear spreads — based on market view and implied volatility levels.

A Longbridge skill providing a fund-manager-centric view of SEC 13F filings, including top-50 institutional investors by AUM, individual manager portfolio snapshots by CIK, and quarter-over-quarter holding changes (new, added, reduced, exited positions).

Options P&L analysis via Longbridge — payoff diagrams, breakeven points, max profit/loss calculations, and Greeks sensitivity (Delta/Gamma/Theta/Vega) for single-leg and multi-leg option strategies.

Trade execution modeling framework via Longbridge for backtesting — covers slippage models (linear/square-root market impact), VWAP/TWAP execution logic, market impact cost estimation (Kyle lambda), and volume participation rate strategies.

Generates comprehensive one-page company tearsheets using Longbridge Securities data, providing a concise overview of a stock's key metrics, financials, valuation, and outlook across HK, US, A-share, and Singapore markets.

A Longbridge Securities skill for FX carry trade analysis, part of the cross-market data group within a 119-skill suite that provides real-time market data and research across HK, US, A-share, and Singapore markets.

Share structure and shareholder query via Longbridge — total/circulating/restricted shares, top-10 shareholders, major institutional holders, and controlling shareholder/beneficial owner relationships.

Portfolio diagnosis via Longbridge — analyzes concentration risk (top-5 weight), sector/industry distribution, currency exposure, factor exposure (large/small-cap, value/growth), pairwise correlation risk, and benchmark deviation.

Cross-market financial metrics batch query via Longbridge — revenue, net profit, ROE, debt ratio, free cash flow, and gross margin for one or more symbols across HK, US, A-share, and SG markets with multi-symbol horizontal comparison.

Generates a structured investment proposal for a single stock, covering executive summary, company overview, investment thesis, financial analysis, valuation, catalysts, risk factors, and position recommendation using Longbridge Securities data.

Part of the Longbridge Securities skills suite, this skill provides quantitative statistics tools (requiring statsmodels, scipy, and arch) for financial analysis across HK, US, A-share, and Singapore markets with multilingual support.

Account-level profit and loss analysis via Longbridge — simple return, time-weighted return (TWR), per-symbol P&L breakdown, and P&L by market with custom date ranges for performance attribution.

Seasonality and calendar-effect strategy via Longbridge — computes month-of-year returns (January Effect), day-of-week returns, pre/post-holiday drift, and earnings-season effects to identify statistically significant trading patterns.

Investment thesis tracker via Longbridge — maintains and updates investment theses by tracking key data points (revenue growth, margins, user metrics), catalyst progress, and risk milestones to validate whether the thesis still holds.

A Longbridge skill that generates structured initiating-coverage research reports for listed companies, following a five-step institutional workflow: company overview, industry positioning, financial modelling, valuation analysis, and investment conclusion with rating and price target.

An event-driven investment strategy skill for Longbridge that identifies corporate events like M&A, spinoffs, buybacks, index rebalancing, and lockup expiries that create pricing dislocations. Provides a framework for event identification, sentiment scoring, and historical price reaction analysis.

A walk-forward machine learning framework for stock direction prediction that engineers technical features (MACD, RSI, Bollinger Band width, volume change rate), trains rolling classifiers (Random Forest/Gradient Boosting), and generates probabilistic buy/sell signals with backtest evaluation.

Quarterly and annual operating data for listed companies via Longbridge — revenue, net income, EPS, ROE, gross margin, and other KPIs broken down by reporting period for HK-listed stocks.

Industry valuation rank time series via Longbridge — tracks how a stock's PE/PB/PS/dividend-yield rank within its sector changes over time, answering whether a stock is becoming relatively cheaper or more expensive versus peers.

Post-investment monitoring via Longbridge — tracks portfolio holdings vs plan on a quarterly/monthly basis, extracts key KPIs (revenue growth, gross margin, cash flow), and flags deviations from expectations.

Systematically surfaces new investment opportunities by combining quantitative screening (low valuation, high momentum, improving fundamentals), thematic research (sector trends, policy catalysts), and pattern recognition to produce long/short candidate lists.

A Longbridge skill for tax-loss harvesting analysis that scans account positions for unrealized losses, calculates potential tax savings, flags wash-sale risks under IRS Section 1091, and suggests substitute securities to maintain market exposure. Designed for year-end US tax planning.

Part of the Longbridge Securities skills suite, this skill supports pairs trading quantitative strategies using real Longbridge market data across HK, US, A-share, and Singapore markets. It requires scikit-learn and supports multilingual queries.

Risk-return optimization for investment portfolios via Longbridge — builds risk-adjusted optimal portfolios based on fund size, risk preference, and investment horizon with asset allocation across equities, bonds, cash, and alternatives.

A Longbridge skill that analyzes tech stock valuations to detect hype-driven bubbles versus fundamentally justified rallies. Compares PE/PS/EV-EBITDA historical percentiles against actual revenue and profit growth to classify stocks as fundamentally justified, partially justified, hype-driven, or detached bubble.

Financial regulatory knowledge base covering A-share rules (price limits, T+1 settlement, delisting), HK rules (T+0, no price limits, odd-lot trading), US rules (PDT rule, Reg T margin, circuit breakers), crypto regulation, and cross-border tax basics.

A Longbridge skill that scans for corporate event opportunities in A-share markets, identifying pricing dislocations from M&A, restructuring, major shareholder increases, buybacks, equity incentive plans, index inclusion/exclusion, and lockup expiries with historical reaction patterns.

Small-cap growth stock discovery via Longbridge — identifies overlooked small/mid-cap high-growth companies by screening for market cap under 5-10B, revenue growth above 30%, ROE above 15%, and low institutional ownership across A-share, HK, and US markets.

Historical-volatility regime strategy via Longbridge — computes 20-day and 60-day HV, ranks the current level as a percentile, and recommends long/short volatility trades (buy straddle or sell straddle/iron condor) based on HV percentile thresholds.

Longbridge community topics for stocks — list topics by symbol, search by keyword, view topic details and replies, post new topics, and browse personal posts; read operations need no login, posting requires authentication.

Community stock lists (Sharelist) via Longbridge — browse popular and personal lists, view list details and constituents, create/delete/manage your own lists, and add/remove symbols like a public watchlist.

A Longbridge Securities skill that screens stocks across market indices using Warren Buffett's moat-based criteria, identifying companies with durable competitive advantages and ranking them by moat strength, profitability, and valuation metrics.

A Longbridge Securities skill that analyzes individual stocks through Warren Buffett's economic moat framework, evaluating competitive advantages such as brand power, switching costs, network effects, cost advantages, and intangible assets across HK, US, and A-share markets.

A Longbridge Securities skill that runs Benjamin Graham's NCAV/net-net/defensive-investor hard filters across a market index or universe, returning a ranked candidate list with NCAV ratio, PE, PB, dividend yield, debt coverage, earnings stability, and value-trap warnings.

A Longbridge Securities skill for performing deep single-stock analysis using Benjamin Graham's value investing methodology, evaluating individual stocks against Graham's quantitative criteria including NCAV, earnings stability, and intrinsic value calculations.

A technical analysis skill that positions stocks within their Elliott Wave cycle (impulse 5-wave or corrective ABC), validates with Fibonacci ratios and momentum indicators (MACD, RSI, volume divergence), and provides market-specific context for HK, US, A-share, and SGX markets.

An ARK-style single-stock disruptive-innovation diagnostic skill that evaluates stocks across platform fit, innovation revenue, R&D intensity, and management vision. Builds TAM estimates, Wright's Law cost curves, and three-scenario 5-year price targets with cross-statement reconciliation.

Four-dimensional HK IPO analysis covering pricing rationality, issuance quality, market timing, and fundamentals outlook, with buy/neutral/avoid ratings and prospectus highlights for retail investors.

A Longbridge quantitative strategy skill for turtle trading signal analysis, part of a comprehensive suite of 127 financial AI agent skills for market data and trading across HK, US, A-share, and Singapore markets.