HKUDSOfficial·91 Agent Skills Included

Vibe-Trading

AI trading research: backtests, factor analysis, and market data

Backtests trading strategies across stocks, crypto, futures, and forex using 10 engines and 25 market data sources. Analyzes your broker trade journal to extract personal trading rules and shows where emotion cost you money. Includes 462 pre-built alpha factors, options pricing, and 90 finance research skills. Works with Claude, Cursor, and other AI agents through a standard MCP connection.

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npx skills add HKUDS/Vibe-Trading --all -g -y

All Skills in This Repository (91)

Pure Emerald Level Indicators

📦 In Repo

HKUDS

vibe-trading

Automate finance research, backtesting, and multi-agent reporting workflows with MCP tools.

harmonic

Generate XABCD harmonic trading signals and PRZ reversals from OHLCV data.

yfinance

Download OHLCV, fundamentals, dividends, and institutional holdings from Yahoo Finance.

crypto-derivatives

Transform noisy crypto derivatives data into actionable strategy guidance.

onchain-analysis

Analyze BTC and ETH on-chain metrics to generate trading signals.

earnings-forecast

Analyze earnings forecasts against consensus EPS to surface SUE and PEAD trading signals.

quant-statistics

Run ADF, cointegration, GARCH, and regression diagnostics on financial time series.

okx-market

Retrieve OKX spot, swap, futures, option, and index market data via HTTP GET requests.

social-media-intelligence

Extract multi-platform social media sentiment data for trading signal inference.

edgar-sec-filings

Analyze SEC EDGAR filings to extract financials, risk factors, and investment signals.

web-reader

Convert web pages into Markdown via the read_url tool.

ichimoku

Detect TK crossovers with cloud positioning from OHLC candle data.

Official

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install Vibe-Trading?▼

Run `npx skills add HKUDS/Vibe-Trading --all -g -y` in your terminal to install the full suite globally.

Do I need API keys to use Vibe-Trading?▼

No. HK, US, Canada, and crypto market data work free with no keys. A Tushare token is optional for premium China A-share data, and an LLM key is only needed for multi-agent research teams.

Can Vibe-Trading analyze my own trading history?▼

Yes. Upload a broker CSV export and it profiles your behavior, extracts your implicit trading rules, backtests them across markets, and shows the profit gap versus your actual trades.

Does Vibe-Trading place real trades?▼

No. It is a research and backtesting toolkit only. All tools are read-only or simulation-based and never execute live orders.

Which AI agents work with Vibe-Trading?▼

It runs as a standard MCP server, so it works with Claude Desktop, Cursor, OpenClaw, and any MCP-compatible agent out of the box.