ResearchOpen sourceApache-2.0
ContestTrade
Multi-agent trading system where agents compete internally before one view drives the decision
By FinStep AI
Live GitHub metrics
Live GitHub data · Oct 11, 2026Stars
681
Stars · 7d
+3
Stars · 30d
+9
30d momentum
+1.3%
Forks
153
Open issues
16
Language
Python
Last push
9 months ago
No tagged releases. Repository created Aug 8, 2025.
What it is
ContestTrade runs a two-stage pipeline: data-analysis agents distil raw market data into structured factors, then research agents with distinct trading beliefs compete and only the winning insights reach the final, event-driven stock selection. It targets China A-shares through AkShare or Tushare, is documented in Chinese and is the code for the paper of the same name.
Last push December 2025.
In the maintainers' words: “A Multi-Agent Trading System Based on Internal Contest Mechanism”
Markets
- China A-shares
Tags
- Multi-agent
- Contest mechanism
- Event-driven
- Paper