trade-compass-agent is an open-source local-first workbench that provides an AI trading agent specialized for China's A-share market. It supports short-term trading strategies, ETF rotation, trade simulation, performance review, and uses memory mechanisms for continuous improvement. Built with FastAPI, it can be run locally as a CLI tool or API service.
In the AI & ML space, trade-compass-agent takes a focused approach. It focuses on building and running a local, memory-driven AI trading agent for A-share short-term trading, ETF rotation, backtesting, and performance review without relying on cloud services. It is built as an open-source project for quantitative traders and algorithmic trading developers. trade-compass-agent is open source under the MIT license. trade-compass-agent is available on the command line and API, and it can be self-hosted.
Behind trade-compass-agent is AdenChenCoder, and it first shipped in 2026. The project is developed in the open on GitHub with 15 commits in the last 90 days. Key capabilities include Local-first Operation, Trade Simulation, and ETF Rotation. It exposes integrations via a public API.
Summary written by a language model from the project’s public pages.
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