shy3130/tick-stock-panel
TSP自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 | 基于 TickFlow 数据源 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源 ,非第三方官方项目 observed · 2026-08-28
Health v2 · maintenance only
58/100
- Activity 99
- Release rhythm 35
- Longevity 5
Flags: no_releases young
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 76
- days_rel: n/a
- days_push: 7
- n_releases_24m: 0
Adoption not part of the score
3817 stars · 882 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A self-hosted, zero-ops quantitative workbench for China A-share stock screening, monitoring, and backtesting, built with Python (FastAPI, Polars, DuckDB) and a React frontend. It integrates LLM capabilities for strategy generation and stock analysis, supports pluggable third-party data sources, and provides factor mining, market sentiment tracking, and real-time anomaly alerts.
Use cases
- screen all A-share stocks with built-in or custom strategies in milliseconds
- backtest trading strategies and factors with T+1, fees, and slippage constraints
- mine multi-factor ranking combinations with out-of-sample validation
- monitor stock price signals and exchange anomaly rules in real time with push notifications
- use LLM to generate custom screening strategies and analyze individual stocks
- track market sentiment phases and limit-up ladder statistics
- connect custom third-party data sources via plugins and YAML configuration
- run AI-powered post-market review and stock analysis across technical, fundamental, and news dimensions
When to choose
- you are a retail investor or quant hobbyist wanting a self-hosted A-share research workbench
- you need fast full-market stock screening with Polars and DuckDB
- you want LLM-assisted strategy authoring and stock analysis
- you need factor backtesting with point-in-time financial snapshots
- you want pluggable data sources and extensible custom fields
When to avoid
- you need a production trading or order-execution platform
- you want a polished consumer market-watching app like Tonghuashun or TDX
- you expect built-in AI stock recommendations or limit-up prediction (explicitly excluded)
- you require commercial use (license forbids it)
- you are a beginner seeking a turnkey investment tool rather than a research demo
Facets
application · maturity active
search-engine data-visualization analytics machine-learning llm-inference agent-framework monitoring alerting charts web-framework database fintech data-science self-hosted analytics artificial-intelligence large-language-models web-development self-hosted python cross-platform a-stock stock-screener backtesting quant tickflow polars duckdb fastapi react llm-driven factor-mining market-monitoring stock-analysis trading-strategies chinese-stock-market quantitative-finance ai-agents automation docker web-server
1 source
- readme: https://github.com/shy3130/tick-stock-panel · fetched 2026-08-28 · a21ab18cfa7b
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| shy3130/tick-stock-panel | main | 58 |
For agents
markdown · JSON · MCP: product_card(name="shy3130/tick-stock-panel")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem