tickflow-stock-panel
An open-source, browser-based workstation for A-share stock screening, backtesting, and monitoring. It integrates AI (LLM) to generate trading strategies from natural language descriptions, utilizing the TickFlow data so
Tool overview
tickflow-stock-panel is an open-source, browser-based quantitative workstation for China A-share markets. It unifies stock screening, strategy backtesting, and real-time monitoring in one interface, powered by the TickFlow data source. Users can describe trading ideas in natural language, and an integrated LLM translates them into executable strategies, reducing the barrier to quantitative research.
Key advantages: zero-cost self-hosting, zero maintenance overhead—clone the repo and run. Supports third-party data sources like Tushare for flexibility. MIT license allows free strategy export and migration without vendor lock-in. Designed for learning and personal quantitative research, it suits retail investors who want to systematize their logic.
Limitations and risks: based on limited evidence, long-term maintenance and community scale are unclear. The AI strategy generation relies on external LLM API calls, which may involve costs and latency. Backtesting accuracy and coverage of market segments are not detailed. Dependence on TickFlow data means service interruptions could block usage.