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Data & Analytics · By HKUDS

37 skills found.
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1
1.Eastmoney Market Data

Index of Eastmoney's free, no-token market data interfaces for China A-shares and Hong Kong stocks: fund flows, dragon-tiger lists, margin trading, reports and news.

HKUDS/Vibe-Trading35k—~1kAutomated safety check: PassMITtoday
2
2.OKX Market Data

Retrieves public OKX cryptocurrency market data such as spot prices, candlesticks, funding rates and open interest through the OKX V5 REST API, with no authentication.

HKUDS/Vibe-Trading35k—~1.3kAutomated safety check: PassMITtoday
3
3.SEC EDGAR Filings Fetcher

Fetches U.S. SEC EDGAR data: resolves tickers to CIK numbers, lists recent 10-K, 10-Q and 8-K filings with document URLs, and pulls XBRL financial series.

HKUDS/Vibe-Trading35k—~1.4kAutomated safety check: PassMITtoday
4
4.Polymarket Public Data Lookup

Looks up Polymarket market details and orderbook prices straight from Polymarket's public APIs and resolves outcome tokens for later simulated trades.

HKUDS/AI-Trader23k—~536Automated safety check: PassNo licence4 mo ago
5
5.Chanlun Pattern Recognition

Detects Chan theory price structures (fractals, strokes, pivots) and first, second and third buy and sell points from OHLCV bars using the czsc library, in Chinese.

HKUDS/Vibe-Trading35k—~658Automated safety check: PassMITtoday
6
6.Elliott Wave Signal Engine

Detects Elliott Wave structures in price data with a Zigzag swing finder and Fibonacci checks, and turns completed waves into long, short or flat signals.

HKUDS/Vibe-Trading35k—~482Automated safety check: PassMITtoday
7
7.QVeris Data Marketplace

Finds and calls paid market data capabilities through QVeris when free Vibe-Trading sources fall short, searching and inspecting before any paid execution.

HKUDS/Vibe-Trading35k—~1.4kAutomated safety check: PassMITtoday
8
8.yfinance Market Data

Pulls price history and company research data for US, Hong Kong and Canadian stocks, ETFs and indices from Yahoo Finance, with no API key.

HKUDS/Vibe-Trading35k—~2.2kAutomated safety check: PassMITtoday
9
9.Vibe-Trading Finance Toolkit

Finance research toolkit with backtesting, factor analysis, a library of prebuilt alphas, options pricing and a Shadow Account loop that tests rules extracted from your trade journal.

HKUDS/Vibe-Trading35k—~6.5kAutomated safety check: PassMITtoday
10
10.AKShare Financial Data

Pulls free market data from the AKShare Python library: A-share, US and Hong Kong prices, futures, China macro series and forex, with notes on symbol formats and Chinese column names.

HKUDS/Vibe-Trading35k—~777Automated safety check: PassMITtoday
11
11.Alpha Zoo Factor Libraries

Browses prebuilt cross-sectional factor libraries (Kakushadze 101, GTJA 191, Qlib 158, Fama-French and Carhart) and benchmarks whole libraries with IC and IR over a stock universe.

HKUDS/Vibe-Trading35k—~950Automated safety check: PassMITtoday
12
12.Candlestick Pattern Signals

Detects 15 classic candlestick patterns with vectorized pandas code and combines bullish and bearish scores into a long, short or flat trading signal.

HKUDS/Vibe-Trading35k—~468Automated safety check: PassMITtoday
13
13.CCXT Crypto Market Data

Fetches public crypto market data (candles, tickers, order books, trades) from 100+ exchanges through CCXT, and serves as the fallback when OKX is unavailable.

HKUDS/Vibe-Trading35k—~544Automated safety check: PassMITtoday
14
14.Commodity Analysis Signals

Analyzes crude oil, gold and copper through supply-demand balance, pricing models, inventory cycles and futures structure, and outputs directional signals suitable for backtesting.

HKUDS/Vibe-Trading35k—~2.3kAutomated safety check: PassMITtoday
15
15.Cross-Market Signal Engine

Guides writing signal_engine.py for backtests that mix markets such as A-shares, crypto, US equities and forex, with per-market parameters and volatility-adjusted weights.

HKUDS/Vibe-Trading35k—~983Automated safety check: PassMITtoday
16
16.Factor Research with IC and IR

Evaluates factors across many instruments with IC and IR statistics and quantile backtests, then guides screening and weighting; uses the factor_analysis tool with factor and return CSVs.

HKUDS/Vibe-Trading35k—~2.1kAutomated safety check: PassMITtoday
17
17.Global Macro Analysis

Framework for central bank policy, exchange rate forecasting, geopolitical risk and capital flows that produces macro factor signals to guide cross-asset allocation.

HKUDS/Vibe-Trading35k—~1.9kAutomated safety check: PassMITtoday
18
18.Ichimoku Kinko Hyo Signals

Generates trading signals from the Ichimoku five-line system using Tenkan and Kijun crossovers, cloud position and cloud direction, implemented in pandas.

HKUDS/Vibe-Trading35k—~417Automated safety check: PassMITtoday
19
19.Macro Cycle and Policy Analysis

Reads GDP, inflation, PMI, rates and FX data plus central bank policy to place the economy in a cycle stage and derive major asset allocation tilts for China, the US and Europe.

HKUDS/Vibe-Trading35k—~2.1kAutomated safety check: PassMITtoday
20
20.Minute-Level Data and Backtesting

Fetches minute candlesticks from OKX, Tushare or yfinance, computes intraday VWAP, TWAP and volume distribution, and runs minute-level backtests by setting an interval in config.json.

HKUDS/Vibe-Trading35k—~868Automated safety check: PassMITtoday
21
21.Machine Learning Trading Strategy

Trains scikit-learn models with walk-forward validation on features from OHLCV data to predict return direction and turn the predictions into trading signals.

HKUDS/Vibe-Trading35k—~3.2kAutomated safety check: PassMITtoday
22
22.Mootdx A-Share Data

Pulls A-share price data from 通达信 (TDX) servers through the mootdx library over TCP, free and without an API key, as a stable fallback when akshare scraping is throttled.

HKUDS/Vibe-Trading35k—~1.2kAutomated safety check: PassMITtoday
23
23.Multi-Factor Stock Ranking

Ranks stocks by standardized factor scores (momentum, reversal, volatility, volume and valuation) and builds an equal-weight TopN portfolio with periodic rebalancing.

HKUDS/Vibe-Trading35k—~1kAutomated safety check: PassMITtoday
24
24.On-Chain Data Analysis

Reads public blockchain data (active addresses, whale activity, TVL, DEX liquidity) and valuation metrics such as MVRV, NVT and SOPR to interpret conditions and generate signals.

HKUDS/Vibe-Trading35k—~2.5kAutomated safety check: PassMITtoday
25
25.Quant Statistical Methods

Guides your agent through unit-root, cointegration, GARCH, bootstrap and regression-diagnostic tests on financial time series, using a tested helper module.

HKUDS/Vibe-Trading35k—~4kAutomated safety check: PassMITtoday
26
26.Risk Measurement and Stress Testing

Measures portfolio and backtest risk with VaR, CVaR, maximum drawdown, Monte Carlo simulation, tail modeling and stress tests, using one tested risk module.

HKUDS/Vibe-Trading35k—~3.8kAutomated safety check: PassMITtoday
27
27.Shadow Account Trade Journal Analysis

Learns profit patterns from your own trade journal, backtests them across A-share, Hong Kong, US and crypto markets, and explains the gap against real results.

HKUDS/Vibe-Trading35k—~567Automated safety check: PassMITtoday
28
28.Stablecoin Flow Analysis

Reads crypto market liquidity from stablecoin supply changes, USDT and USDC mint and burn events, exchange reserves and velocity, to time capital rotation.

HKUDS/Vibe-Trading35k—~2.5kAutomated safety check: PassMITtoday
29
29.Strategy Discovery

Answers which trading strategies exist and what state they are in, with per-regime backtest evidence and a freshness report on every row.

HKUDS/Vibe-Trading35k—~4.8kAutomated safety check: PassMITtoday
30
30.Trading Strategy Generator

Takes a trading idea from request to backtest: pins down instruments and dates, writes config.json and a signal engine, runs the backtest and iterates on the metrics.

HKUDS/Vibe-Trading35k—~4.2kAutomated safety check: PassMITtoday
31
31.Core Technical Indicator Signals

Builds a composite trading signal from three groups of classic indicators (trend, mean reversion, volume) voting long, short or flat, in plain pandas for OHLCV data.

HKUDS/Vibe-Trading35k—~492Automated safety check: PassMITtoday
32
32.Token Unlock and Treasury Analysis

Analyzes token vesting and unlock schedules plus project treasury holdings to estimate sell pressure around cliff and linear releases.

HKUDS/Vibe-Trading35k—~2.8kAutomated safety check: PassMITtoday
33
33.Trade Journal Analysis

Reads a broker export of your trades (CSV or Excel), builds a trading profile and runs four behavior checks: disposition effect, overtrading, chasing and anchoring.

HKUDS/Vibe-Trading35k—~1.8kAutomated safety check: PassMITtoday
34
34.Correlation and Cointegration Analysis

Finds co-moving assets and tests them for cointegration, with workflows for correlation studies, sector clustering, hedge ratios and pair-trading signals.

HKUDS/Vibe-Trading35k—~10kAutomated safety check: PassMITtoday
35
35.Correlation Regime Detection

Detects when markets fuse into one correlated bloc, adds regime context to risk, and attributes crises to first movers, as monitoring tools rather than trade signals.

HKUDS/Vibe-Trading35k—~5.4kAutomated safety check: PassMITtoday
36
36.Market Data Source Router

Maps backtest data sources and research data needs to the right provider or tool, with each one's markets, required environment keys and network constraints.

HKUDS/Vibe-Trading35k—~2.4kAutomated safety check: PassMITtoday
37
37.Python Heredoc Fallback

Use shell Python heredoc as fallback when code sandbox fails

HKUDS/OpenSpace7.8k—~873Automated safety check: PassMIT2 mo ago

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