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vibe-trading

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

30.4k|4.9k|Updated Apr 1, 2026
Search Tags:#multi-agent#swarm#backtesting#market-data#risk-analysis#finance-research
One-click install
npx skills add https://github.com/HKUDS/Vibe-Trading --skill vibe-trading
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vibe-trading
Source: https://github.com/HKUDS/Vibe-Trading/tree/main/agent
Command: npx skills add https://github.com/HKUDS/Vibe-Trading --skill vibe-trading

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the fragmented chaos of sourcing data, running backtests, and coordinating multi-agent finance research by providing a single MCP-accessible toolkit built for personal trading agents.

Core Features & Use Cases

  • Unified MCP tools: list_skills, load_skill, backtest, factor_analysis, analyze_options, pattern_recognition, get_market_data, web_search, document/file helpers, and swarm controls cover exploration, execution, and reporting.
  • Multi-agent swarms: Choose from 29 preset teams such as investment committee, global equities desk, quant strategy desk, and earnings research desk to orchestrate debates, risk reviews, and strategy approvals.
  • Data breadth: Backtest across HK/US equities, crypto, China A-shares, futures, and forex with sources yfinance, OKX, Tushare, AKShare, and CCXT while collecting rich artifacts for analysis.

Quick Start

Run a backtest on AAPL.US with a MACD crossover using yfinance data and review the Sharpe metric alongside the generated equity curve.

Frequently Asked Questions about vibe-trading

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run backtesting for Hong Kong and US equities using yfinance data?▼

Run backtesting for HK and US equities by using the backtest MCP command to execute strategies like MACD crossovers on yfinance data, generating Sharpe metrics and equity curves for performance review.

Can I coordinate multi-agent finance research for investment committee debates?▼

Coordinate multi-agent finance research by deploying 29 preset swarm teams like investment committee and quant strategy desk to orchestrate strategy approvals, risk reviews, and analyst debates.

Does this trading research workflow support China A-shares and crypto sources like OKX?▼

This trading research workflow supports China A-shares and crypto by hooking into data sources like OKX, Tushare, AKShare, and CCXT to collect market data and artifacts for comprehensive analysis.

What is the best way to automate factor analysis and options analysis for personal trading?▼

Automate factor analysis and options analysis by executing the factor_analysis and analyze_options MCP commands within a unified toolkit built for personal trading agents to streamline research workflows.

How do I load specific analysis skills for a quant strategy desk?▼

Load specific analysis skills for a quant strategy desk by using the list_skills command to browse available functions and the load_skill command to activate the required MCP tools for your workflow.

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