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Tushare Finance

Community
StanleyChanH
tushare-finance

获取中国金融市场数据（A股、港股、美股、基金、期货、债券）。支持220+个Tushare Pro接口：股票行情、财务报表、宏观经济指标。当用户请求股价数据、财务分析、指数行情、GDP/CPI等宏观数据时使用。

Overview

PublisherStanleyChanH
RepositoryTushare-Finance-Skill-for-Claude-Code
Skill nametushare-finance
Stars
80
Forks
10
Bundled files
227
LicenseMIT
Links
Skill sourceRepository
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 227 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by StanleyChanH on GitHub. Read the source before you install it.

Installation

Install the Tushare Finance AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/StanleyChanH/Tushare-Finance-Skill-for-Claude-Code/tree/master
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/StanleyChanH/Tushare-Finance-Skill-for-Claude-Code.git \
  .claude/skills/tushare-finance
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Tushare Finance in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Tushare Finance on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Tushare Finance is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Tushare 金融数据 Skill

本 skill 通过 Tushare Pro API 获取中国金融市场数据，支持 220+ 个数据接口。

快速开始

1. Token 配置

询问用户：是否已配置 Tushare Token？

如未配置，引导用户：

  1. 访问 https://tushare.pro 注册
  2. 获取 Token
  3. 配置环境变量：export TUSHARE_TOKEN="your_token"

2. 验证依赖

检查 Python 环境：

bash
python -c "import tushare, pandas; print('OK')"

如报错，安装依赖：

bash
pip install tushare pandas

常用接口速查

数据类型接口方法说明
股票列表pro.stock_basic()获取所有股票列表
日线行情pro.daily()获取日线行情数据
财务指标pro.fina_indicator()财务指标（ROE等）
利润表pro.income()利润表数据
指数行情pro.index_daily()指数日线数据
基金净值pro.fund_nav()基金净值数据
GDP数据pro.gdp()国内生产总值
CPI数据pro.cpi()居民消费价格指数

完整接口列表：查看 接口文档索引

数据获取流程

  1. 查找接口：根据需求在 接口索引 找到对应接口
  2. 阅读文档：查看 reference/接口文档/[接口名].md 了解参数
  3. 编写代码： 
    python
    import tushare as ts

# 初始化（使用环境变量中的 Token）
pro = ts.pro_api()

# 调用接口
df = pro.daily(ts_code='000001.SZ', start_date='20241201', end_date='20241231')
  4. 返回结果：DataFrame 格式

参数格式说明

  • 日期：YYYYMMDD（如 20241231）
  • 股票代码：ts_code 格式（如 000001.SZ, 600000.SH）
  • 返回格式：pandas DataFrame

接口文档参考

接口索引：reference/README.md

接口文档按类别组织：

  • 股票数据（39 个接口）
  • 指数数据（18 个接口）
  • 基金数据（11 个接口）
  • 期货期权（16 个接口）
  • 宏观经济（10 个接口）
  • 港股美股（23 个接口）
  • 债券数据（16 个接口）

参考资源

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

and 140 more files.

Frequently asked questions

What does the Tushare Finance AI skill do?

获取中国金融市场数据（A股、港股、美股、基金、期货、债券）。支持220+个Tushare Pro接口：股票行情、财务报表、宏观经济指标。当用户请求股价数据、财务分析、指数行情、GDP/CPI等宏观数据时使用。

Why use Tushare Finance on TypingMind?

Because you install it once and use it with any model. Tushare Finance is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Tushare Finance in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/StanleyChanH/Tushare-Finance-Skill-for-Claude-Code/tree/master. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Tushare Finance?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Tushare Finance?

As many as you like. As long as a model supports skills, you can use Tushare Finance with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Tushare Finance AI skill free?

Yes. It is published on GitHub by StanleyChanH under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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