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Vibe-Trading

Intermediate
industry

HKU's open-source financial Agent OS with 30+ tools, 72 skills, and 452 alpha factors for cross-market analysis.

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Company

HKU Data Science Lab

Founded

2025

Headquarters

Hong Kong

Pricing Range

Free (Open Source)

Difficulty

intermediate

Target Audience

Financial professionals, quantitative analysts, and traders who need AI-powered cross-market analysis tools.

About

Vibe-Trading is a financial Agent OS developed by Hong Kong University that has garnered over 7,000 GitHub stars within a month. It features 30+ tools for backtesting and data analysis, 72 specialized skills in a professional knowledge base, 452 alpha factors across four academic systems, and a 33-agent team collaboration framework mimicking a real investment research department. Its Think-Act-Observe loop autonomously handles everything from strategy development to cross-market research.

Advantages

  • 1Comprehensive 30+ tool ecosystem for financial analysis
  • 2452 alpha factors spanning multiple academic systems
  • 333-agent collaborative research team architecture
  • 4Autonomous Think-Act-Observe loop for quality outputs

Pros & Cons

Pros

  • +Comprehensive all-in-one platform
  • +Open source and free
  • +Academic research-backed
  • +Multi-agent collaboration

Cons

  • −Finance-specific - limited use outside trading
  • −Requires financial knowledge
  • −Python environment needed

Use Cases

Develop and backtest trading strategies with code sandboxes

Analyze shadow account trade records for profit/loss patterns

Cross-market research across A-shares, US stocks, and HK stocks

Collaborative multi-agent investment research and reporting

Pricing

Free (Open Source)

$0

  • All 30+ tools
  • 72 skills
  • 452 alpha factors
  • 33-agent team
  • Code sandbox

Extensions & Plugins

GitHub Repository

Source code and documentation

https://github.com/HKUDS/Vibe-Trading

Skills

financial analysisquantitative tradingbacktestingmulti-agent systemscross-market research
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Vibe-Trading: A Deep Dive into HKU's Open-Source Financial Agent OS

HKU's Vibe-Trading is a financial Agent OS with 30+ tools, 72 skills, 452 alpha factors, and a 33-agent team. Deep dive into its architecture, Think-Act-Observe loop, and practical applications.