Markets & Crypto

Draft tight 7am morning meeting notes on overnight news and trade ideas

Compare implied and realized option volatility and compute the Greeks

Analyze swap curves, swap spreads and steepener or flattener trade ideas

Track investment theses for positions and watchlist names over time

Track price gaps between ADRs, H-shares and A-shares for cross-listing analysis

Fetch free A-share, US, HK, futures and macro data through the AKShare library

Predict which A-share companies risk ST status from reports and penalty records

Trace supply-chain bottlenecks behind a theme and find the choke-point stocks

Detect fifteen classic candlestick patterns and score bullish or bearish signals

Pull free crypto market data from 100+ exchanges through the CCXT library

Detect Chan Theory fractals, strokes, pivots and buy or sell signals in price charts

Generate directional signals from oil, gold, copper and futures market structure

Value A-share convertible bonds on conversion, bond floor and option components

Score corporate events like mergers, insider share changes and private placements

Write a signal engine for portfolios that span markets like A-shares, crypto and forex

Analyze crypto perpetual funding, futures term structure and option volatility smiles

Compare DeFi lending, LP and staking yields on a risk-adjusted basis

Pull free A-share data from Eastmoney on flows, margin trading and financials

Detect Elliott Wave impulse and corrective patterns and generate turn signals

Screen ETFs by fees, tracking error and liquidity and build China ETF allocations

Score news, announcements and macro events by sentiment to drive event trades

Model trade execution costs with slippage formulas, VWAP and TWAP logic

Screen stocks by PE, PB, ROE and other fundamentals for value or growth picks

Quantify geopolitical crisis signals and build event strategies for war and sanctions

Detect harmonic XABCD patterns like Gartley and Bat and trade their reversal zones

Track Stock Connect northbound and southbound fund flows and sector allocation

Generate trading signals from Ichimoku Kinko Hyo cloud, crossover and lag lines

Read liquidation heatmaps to spot leverage clusters, cascades and support levels

Measure spreads, order-flow toxicity, liquidity and price impact in market microstructure

Pull minute candlesticks from OKX, Tushare or yfinance for analysis and backtests

Train walk-forward sklearn models that generate trading signals from OHLCV data

Fetch A-share prices from Tongdaxin servers, a retired source kept for manual use

Rank stocks cross-sectionally on standardized factors and build TopN portfolios

Pull OKX crypto prices, candles, funding rates and open interest, no API key

Read on-chain signals like MVRV, NVT, SOPR, whale activity and DEX liquidity

Model volatility surfaces with SABR or local vol and trade skew and calendar spreads

Draw option payoff diagrams and breakevens for multi-leg trades

Price options with Black-Scholes and backtest multi-leg crypto or equity strategies

Trade mean reversion between two correlated assets using a spread Z-score

Analyze perpetual funding rates and run cash-and-carry basis trades

Export backtests as TradingView Pine, MT5 and Chinese platform indicator code

Fetch paid global multi-asset market data when free sources lack coverage

Generate trading signals from month-of-year and day-of-week effects

Score Shenwan industry sectors on momentum, valuation, earnings and fund flows

Read market sentiment from fear-greed, put-call and northbound flow signals

Turn your trade statements into profit rules, backtests and a PDF report

Detect BOS, ChoCH, FVG and order blocks with the Smart Money Concepts library

Extract trading signals from Twitter, Telegram, Discord and Reddit chatter

Track USDT and USDC mint, burn and exchange flows as crypto timing signals