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Integration

Automate Tushare data workflows

Build agents that fetch stock prices, screen tickers, and generate market reports from Tushare—on a schedule, without manual effort.

What you can do with Tushare

Real Tushare workflows the Twin community runs every day, ready for you to clone.

  • Fetch daily stock prices for a ticker list

    Pull current and historical price data from Tushare for any set of A-share tickers and structure it for downstream use.

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  • Screen stocks using quantitative strategies

    Apply multi-condition filters—volume, trading day frequency, price action—against Tushare market data to surface candidate tickers.

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  • Generate and deliver market summary reports

    Compile Tushare price and indicator data into a formatted report and send it via email on a defined schedule.

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  • Monitor financial indicators and trigger alerts

    Watch Tushare indicator feeds and fire alerts when thresholds are crossed, keeping portfolios and watchlists current.

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How it works

Three steps from idea to a running Tushare agent.

  1. 1

    Connect via OAuth

    Sign in to Tushare once. Twin securely manages the connection and handles token refreshes for you.

  2. 2

    Describe the workflow

    Tell Twin in plain English what you want done in Tushare. The agent figures out the API calls itself.

  3. 3

    Twin builds and runs

    Twin assembles the agent, runs it on demand or on a schedule, and adapts when Tushare responds in unexpected ways.

Why Twin for Tushare

What makes Twin a better fit than a generic automation tool.

No manual copying between tools

Pulling data from Tushare and pasting it into spreadsheets or reports creates stale snapshots. Twin keeps the pipeline running automatically, so the data in your reports reflects what Tushare returned today—not last Tuesday.

Handles API access and browser fallback

Tushare exposes structured API endpoints, and Twin uses them directly. When a workflow touches pages or outputs not covered by the API, Twin can fall back to browser-based steps without requiring a separate integration.

Repeatable workflows, not one-off scripts

Users building stock screening or reporting workflows need something that runs reliably each trading day. Twin agents run on a schedule and retry on failure—no cron jobs or maintenance required.

Frequently asked questions

Build your first Tushare agent in 2 minutes

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