Ross ROSS = Recommend OSS · open-source software intelligence for agents

SebastienZh/StockTradebyZ

None observed · 2026-08-28

github.com/SebastienZh/StockTradebyZ · Python observed · 2026-08-28

Health v2 · maintenance only

51/100

  • Activity 72
  • Release rhythm 35
  • Longevity 31

Flags: no_releases no_license

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: 443
  • days_rel: n/a
  • days_push: 172
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1390 stars · 509 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A semi-automated stock screening application for China's A-share market that fetches daily K-line data via Tushare, applies quantitative pre-selection rules, exports candidate candlestick charts, and uses Google Gemini to review and score the charts. It is orchestrated as a one-command pipeline (run_all.py) with configurable fetch, screening, and AI review stages.

Use cases

  • screen A-share stocks with quantitative rules
  • download daily stock kline data from Tushare
  • use Gemini to score stock chart images
  • generate candlestick charts for candidate stocks
  • automate a stock picking pipeline
  • get AI-assisted stock trade suggestions
  • filter stocks by B1 strategy rules

When to choose

  • you trade China A-shares and want a semi-automated screening workflow
  • you want LLM-based chart review layered on top of rule-based preselection
  • you already have Tushare and Gemini API keys and want a ready-made pipeline

When to avoid

  • you need real-time trading or order execution
  • you need markets outside China A-shares
  • you require a maintained library with a license and formal API rather than a personal trading tool
  • you cannot send chart images to a third-party LLM API

Facets

application · maturity active

machine-learning data-science etl data-visualization llm-inference prompt-engineering trading charts fintech artificial-intelligence data-science large-language-models analytics python cli cross-platform a-share stock-screening gemini tushare kline-charts quantitative-trading semi-automated chinese-stock-market

1 source

Member repositories

RepositoryRoleHealth v2
SebastienZh/StockTradebyZmain51

For agents

markdown · JSON · MCP: product_card(name="SebastienZh/StockTradebyZ")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem