tickflow-stock-panel

Why we included this project

Retail traders and quant hobbyists who work A-shares get a genuinely practical self-hosted workbench here, one Docker container that covers the daily loop: screen the full market with 18 built-in strategies, backtest with T+1 settlement, commissions, slippage, and stop-loss handling, then follow live signals through voice alerts or Feishu push. The Polars-backed scans are fast enough that tweaking and rerunning custom strategies stays a normal part of the routine. LLM features are optional and additive, generating new screening signals and producing four-dimensional reads on individual stocks across technical, fundamental, financial, and news angles, without pretending to make picks for you. It also accepts third-party data fields alongside the default TickFlow source, which suits people who already keep their own market data. The project is honest that it is a reference for building a personal quant pipeline, not a substitute for brokerage software.